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Discover the newest features in the Celonis Platform

Discover the newest features in the Celonis Platform

This month, the Celonis Platform has been updated with several key enhancements to improve process visibility and user workflow.  Notable NEW features include AI-assisted dashboard summaries for generating executive overviews, the Area chart type for enhanced data visualization, and Event Grouping in Process Explorer to simplify the analysis of complex diagrams. Read on to explore all the new functionality and how it enhances your value.STUDIO VIEWS NEW AI-assisted dashboard summary  NEW Area chart type added to Views  NEW Event Grouping in Process Explorer and Variant Explorer  NEW Legend for coloring rules in Process Explorer and Variant Explorer NEW Cohort trend insights now available in Insight Explorer  IMPROVED Process Copilots now show the reasoning behind responses IMPROVED Enhancements to attribute filters in Views  AUTOMATION IMPROVED Filters for Actions in Table Components PROCESS ADHERENCE MANAGER NEW Conditions added to Process Adherence Manager models  PROCESS NAVIGATOR IMPROVED Search Updates DATA INTEGRATION FIXED Breaking change: Jira extractor update  All changes listed below are in General Availability. To take part in early previews, check out the list of opportunities here. Planned releases:Data Integration:  Decommissioning API and application keys: Action required before 2025-12-31 Process Designer: Canvas app updates: End of October 2025 STUDIO VIEWSNEW AI-assisted dashboard summary You can now enable an AI dashboard summary for published app users when creating or editing Studio Views. It analyzes app data to generate an executive overview on demand, helping with team onboarding and efficient insight copying.NEW Area chart type added to Views This allows you to configure an area chart for your Studio Views. This chart visualizes quantitative data across a continuous dimension (like time) by filling the area beneath a line to emphasize the size of the values, making trends and cumulative changes easier to see. NEW Event Grouping in Process Explorer and Variant Explorer Users of Process Explorer and Variant Explorer can now create custom groups of activities or events in the process graph. This simplifies the graph, making it easier to focus on other portions of the process or visualize processes by phases.NEW Legend for coloring rules in Process Explorer and Variant ExplorerThe process graph now includes a color legend to explain assigned color mappings in Process Explorer and Variant Explorer. A toggle also lets you gray out unmapped events to easily identify colored elements.NEW Cohort trend insights now available in Insight Explorer Insight Explorer now provides new cohort trend insights. These reveal how your metrics change over time and identify which individual cohorts are driving or detracting from those trends.IMPROVED Process Copilots now show the reasoning behind responsesThe Process Copilot interface has been updated to show the reasoning behind its decisions directly within the response. This gives you a transparent view of the logic used and improves trust in the results.IMPROVED Enhancements to attribute filters in Views These improvements to attribute filters give you greater control over your data. Key updates include an improved search for tables and columns and the option to use a calendar view for date range selection. AUTOMATIONIMPROVED Filters for Actions in Table ComponentsYou can now use new Action filters to define conditions for displaying Actions. You use the PQL editor to specify table row values for which your actions will be enabled, giving you flexibility by using available Knowledge Model filters or creating custom ones. PROCESS ADHERENCE MANAGERNEW Conditions added to Process Adherence Manager models This means Process Adherence Manager now supports conditions saved in your Knowledge Model. This allows you to view their specific effect on conformance rate, throughput time, and other KPIs. PROCESS NAVIGATORIMPROVED Search UpdatesYou can now search by keyword in Process Navigator as an additional filter to existing criteria. This helps you narrow down search results faster. We've also added a link in the Action Center to show where related content is found in Process Navigator. DATA INTEGRATIONFIXED Breaking change: Jira extractor update This fix addresses an issue where the Celonis Jira Extractor will be updated to use a new Atlassian API endpoint, as the old one was deprecated. If you're using the Jira extractor, we recommend running a full extraction after the update to avoid issues.

Catch the latest Celonis updates

Catch the latest Celonis updates

This month, we've rolled out a series of powerful updates to the Celonis Platform We've introduced a new guided user interface for Extractor Builder and made the Standard Data Ingestion API generally available, making it easier to connect to and push data from any source. Additionally, new AI features, including the Create AI Prompt module and AI readiness checks for Knowledge Models, empower you to build AI solutions easier and faster Read on to learn more!ADMIN & SETTINGS New Anthropic model now available in AI Settings AI Create AI Prompt Action Flow module Data Model Triggers now support Action Flows API Standard Data Ingestion API now in General Availability DATA INTEGRATION Extractor Builder - Improved user experience Next-gen ETL Engine STUDIO VIEWS AI-assisted dashboard summary New insight card design in Insight Explorer AI readiness checks in Knowledge Model Sorting column added to Event Log builder Hide events in Variant Explorer All changes listed below are in General Availability. To take part in early previews, check out the list of opportunities here. Planned releases: Data Integration Changes to Celonis IP addresses: Action required after 2025-09-17 Breaking change: Jira extractor update - Beginning of October  Decommissioning API and application keys: Action required before 2025-12-31 Introducing the NEW Celonis Community AI Assistant! Now you can get instant, tailored answers to all your Celonis questions - from exploring use cases to details on the latest platform updates and new features. Available 24/7 in 30+ languages and powered by 400+ Celonis resources, just click the AI Assistant button in the lower right corner to get started.ADMIN & SETTINGSNew Anthropic model now available in AI SettingsUsers can now leverage the power of Anthropic’s latest model, Claude 4 Sonnet, for use across all of the Celonis Platform's generative AI applications. Admin users can create and enable models using Claude 4 Sonnet from the AI Settings screen, providing users with a new option for their generative AI tasks. AICreate AI Prompt Action Flow moduleThe new Create AI Prompt Action Flow module provides a simple way for users to build powerful AI-driven use cases within Action Flows. It's fully integrated with the Celonis Large Language Models (LLM) infrastructure, so you don't need to provide your own API keys.Data Model Triggers now support Action FlowsThe functionality of Data Model Triggers has been expanded to include Action Flows as subscribers. This update allows for greater flexibility in automating processes within Celonis, as Action Flows can now be directly triggered by Data Model events. APIStandard Data Ingestion API now in General AvailabilityThe Standard Data Ingestion API is now accessible to all Celonis clients in General Availability. This API is used to push data to the Celonis Platform in real-time and is the recommended option for new implementations instead of the Data Push API. The API operates based on events and notifications triggered when a new file is received, automatically processing it to a data pool. It provides full control over the data being pushed and does not require an additional client to be installed. DATA INTEGRATIONExtractor Builder - Improved user experienceExtractor Builder, a Celonis Platform component for connecting to REST APIs, now has a new guided user interface to simplify and accelerate data integration. The enhanced tool features improved navigation, integrated data connection setup, and simplified authentication. You can also directly test and validate extractions and preview your data. Next-gen ETL EngineYou can now use the Celonis Next-gen ETL Engine to transform raw source data into Data Models for use in the Celonis Platform faster and more reliably than ever. Built with cloud-native technologies, this engine improves latency for extractions, transformations, and data model loads, allowing for higher data volume processing and increased data freshness. You can interact with the engine by writing SQL transformations and running them in the Extractions Editor or through your data jobs.  STUDIO VIEWSAI-assisted dashboard summaryWhen creating or editing Studio Views, you can enable an AI dashboard summary that analyzes data within your app and generates an executive overview on demand for users. This helps onboard new team members and enables users to view and copy accurate insights efficiently.New insight card design in Insight ExplorerThe insight cards in Insight Explorer have been redesigned to make it easier to interpret insights at a glance. The new design presents your insights as comparisons between a subgroup and the overall population. This update also includes basic display and sorting options for your insights.AI readiness checks in Knowledge ModelThe Studio module now offers scans to check the readiness of your Knowledge Models for use with AI tools like Process Copilot or Insight Explorer. These scans check for potential issues that could confuse the Large Language Models used in your AI tools. Resolving these issues improves the accuracy of your outputs and provides more reliable results.Sorting column added to Event Log builderA sorting column configuration option has been introduced to the object-centric event log builder in the Knowledge Model. When event logs share identical timestamps, this column determines their order, ensuring consistent sorting.Hide events in Variant ExplorerThe Variant Explorer is adding a menu for users to control the list of events and activities displayed in their process graph by hiding activities they aren't currently interested in. For example, users can hide an activity that occurs in all cases or activities that are generated automatically as part of the workflow.

Check out what's changed

Check out what's changed

We've rolled out a series of powerful updates to the Celonis Platform, bringing new capabilities and a more seamless experience to both admins and analysts. For analysts, new tools like KPI-based Coloring make it easier to explore your process and pin-point opportunities  For admins, the new Gamification app is designed to drive user adoption and enhance engagement across the platform. With these new features, you can work more efficiently and effectively. Read on to learn more!ADMIN & SETTINGS Gamification App PROCESS NAVIGATOR & PROCESS DESIGNER Reporting API Updated email sender name STUDIO VIEWS Legacy View component migration  Connected Multi-object Process Explorer KPI-based Coloring Date Picker Component Event log customization for Insight Explorer Updates to Insight Explorer All changes listed below are in General Availability. To take part in early previews, check out the list of opportunities here. Planned releases: Data Integration Extractor Builder - End of September 2025  Decommissioning API and application keys: Action required before 2025-12-31 ADMIN & SETTINGSGamification AppA new Gamification App is designed to drive adoption and enhance user engagement within Celonis by utilizing challenges, points, and leaderboards. The app seeks to increase user motivation and overall adoption by addressing issues like usage complexity. To set up the app, you must have the Monitoring Platform Adoption connector installed. PROCESS NAVIGATOR & PROCESS DESIGNERReporting APIWe've added the ability to generate your own reports in Celonis Process Management (CPM). Admins can now generate an API key to bring CPM data into third-party reporting tools, enabling analytics on process content. Once the API is set up, analysts can use the data to build reports.Updated email sender nameEmails sent by Process Designer and Process Navigator now show "Celonis Process Management" as the sender's name. STUDIO VIEWSLegacy View component migration You can now migrate select Legacy View components to your Views, allowing you to add and further configure them using the latest View editor and features. This is done by copying a component from Legacy View edit mode and pasting it into a Studio View.Connected Multi-object Process ExplorerThe Multi-object Process Explorer in Studio Views now includes a new button that automatically sets your process graph to its minimum connected state. This new feature addresses the previous issue where the default view showed multiple “orphan” objects that didn't connect, which could lead to misconceptions.KPI-based ColoringYou can now color-code events and connections in both the Process Explorer and Variant Explorer based on activity type or a specified KPI threshold. This makes it easier to identify inefficiencies or bottlenecks, such as poorly performing activities causing delays, by using custom colors to indicate performanceDate Picker ComponentA date picker component can now be configured for your Studio Views, allowing users to select a date that saves as a variable to dynamically update other components in the ViewEvent log customization for Insight ExplorerThe event log for Insight Explorer can now be customized from the configuration page.Updates to Insight ExplorerInsight Explorer is receiving a series of updates that change how insights are discovered, managed, and consumed. The tabs now separate newly discovered insights from those that have been reviewed and saved. The bookmark action has replaced the previous star action for saving important insights, which now appear in the Bookmarks tab. You can also now export an insight to a View directly from the insight card without first needing to open the insight details 

Introducing the latest Celonis Platform updates

Introducing the latest Celonis Platform updates

We've enhanced the Celonis Platform with new usability improvements for a more seamless experience. Analysts will find it easier to explore their data with powerful new visualizations like the boxplot chart, while also benefiting from new data management and usability features. These updates are designed to help you work more efficiently and effectively. DATA INTEGRATION Inactive Data Model Suspension PI GRAPH Delete Object/Event Types & Dependencies PROCESS DESIGNER Improved Modeling & BPMN 2.0 Conformance Process Navigator Approver role in Process Journal Studio Views Object count in Views Predefined filters for containers Y-axis autoscale for charts Knowledge sidebar & quick metadata updates Show & hide Knowledge Model entities Boxplot Chart Component All changes listed below are in General Availability. To take part in early previews, check out the list of opportunities here. Planned releases: Studio Views - Legacy View component migration: September 2025 Data Integration - Decommissioning API and application keys: Action required before 2025-12-31 DATA INTEGRATIONInactive Data Model SuspensionTo prevent unnecessary load on the Celonis Platform, data models that haven't been referenced in PQL for 40 days or more will now be suspended. When a data model is suspended, its data is still accessible but won't be up-to-date. You can manually reactivate a suspended data model, but it can take up to an hour for the load to restart after a PQL query is triggered. To keep you informed, email notifications are sent seven days, two days, and shortly before a data model is suspended. PI GRAPHDelete Object/Event Types & DependenciesWhen you delete a custom object or event type, the system now automatically removes many of its dependencies. This saves you time by automatically deleting:Object and event relationships Transformations Occurrences in perspectives You will still need to manually delete transformation code for certain relationships and any PQL statements you created using the deleted object or event type. PROCESS DESIGNERImproved Modeling & BPMN 2.0 ConformanceA new editor for Process Designer is now available, offering an improved modeling experience and full BPMN 2.0 conformance. The new editor supports features like pools, lanes, and message flows, and allows for inline editing. This is an opt-in change, so you can choose which editor to use without needing to migrate existing processes. Additionally, Celonis Process Management (CPM) has a refreshed look to be more visually aligned with the rest of the platform. Please note that customers with existing customization set up for their CPM workspace will remain untouched. Process NavigatorApprover role in Process JournalThe Approver for a specific process is now visible when viewing it in the Process Journal. Studio ViewsObject count in ViewsWhen using object-centric data models, you can enable and configure an object count for your Studio Views. The indicator shows the percentage and total number of objects available in the current view and updates based on applied filters. Predefined filters for containersPredefined filters can now be configured for containers and tabbed containers in your Studio Views. This allows you to set filters on a Knowledge Model, View, or tab level, ensuring the published version of a View already shows filtered data.Y-axis autoscale for chartsY-axis autoscaling can now be enabled for Studio charts to dynamically adjust the Y-axis based on the visible data range. Disabling this feature keeps the Y-axis fixed for a consistent view of the entire dataset, which can help with data comparison.Knowledge sidebar & quick metadata updatesStudio now includes a new Knowledge sidebar to help you configure View components more quickly. You can drag and drop dimensions, metrics, and saved filters directly from the sidebar. Additionally, it's easier to change a data chip’s display name, format, and units from its context menu without needing to open the PQL editor.Show & hide Knowledge Model entitiesYou have the ability to show and hide Knowledge Model entities from the user interface using the View Options panel. This makes it easier to manage the data and variables you need, as hidden entities are only removed from the Knowledge Model interface but are still available for use in Studio assets that reference the model.Boxplot Chart Component A new boxplot chart component has been added to Studio Views, offering both horizontal and vertical options. This chart is a great tool for visualizing the distribution of numerical data and comparing different groups, as it provides a quick, high-level view of a dataset's symmetry, spread, and outliers.​​

Discover what's new in the Celonis Platform

This month, we're bringing powerful new capabilities to the Celonis Platform. For analysts, new tools like the SQL Sandbox and global transformation parameters will streamline data modeling. Additionally, users can now more easily explore their data with a new world map layout added to the Network Explorer. Finally, users can now manually create task actions directly in Studio Views to flag instances where processes require human judgment. ADMIN OAuth for on-prem clients DATA INTEGRATION Partitioned extractions of large tables  PI GRAPH New SQL Sandbox for testing transformation data in OCDM Global transformation parameters PROCESS ADHERENCE MANAGER Variant selection added for individual event logs STUDIO VIEWS World map layout added to Network Explorer Manual Task Creation All changes listed below are in General Availability. To take part in early previews, check out the list of opportunities here. Planned releases:Studio Views - Improved chat experience in Process Copilot in August Data Integration - Inactive data model suspension in August Process Designer - Improved BPMN 2.0 conformance and user experience by September Data Integration - Decommissioning API and application keys: Action required before 2025-12-31  ADMINOAuth for on-prem clientsTo enhance the security of our on-prem clients (OPC), we have added support for the OAuth 2.0 protocol as a more secure authentication method. This protocol allows you to rotate OAuth client secrets and control the scope of permissions. Existing installations will continue to run until the deprecation of application keys by December 31, 2025. New installations will automatically have OAuth 2.0 enabled by default. DATA INTEGRATIONPartitioned extractions of large tables This update makes it possible to use partitioned extractions of large tables when extracting data from your Salesforce, SAP, ServiceNow, and JDBC databases. This allows you to chunk your data jobs into smaller batches, which can be extracted either in parallel or sequentially. This reduces extraction time and limits the chances of failure caused by high data volumes. PI GRAPHNew SQL Sandbox for testing transformation data in OCDMA new SQL Sandbox in the Objects and Events module allows you to safely test and validate your transformation data without impacting your source tables. Previously, data could only be validated by creating new objects and transformations for testing or by using objects in an existing transformation and then removing the SQL expressions before saving.Global transformation parametersThese enhancements allow you to create global parameters, which can be used across all transformations in Objects and Events. This reduces the multiple recurring steps and clicks when creating and updating local transformation parameters. PROCESS ADHERENCE MANAGERVariant selection added for individual event logsNow, you have the ability to select the number of variants that display for individual event logs. This gives you better control and more flexibility compared to the previous single slider that controlled variants across all event logs in a model. STUDIO VIEWSWorld map layout added to Network ExplorerThe Network Explorer component in your Studio Views can now be configured with a world map layout. This component allows you to examine how objects are related across your business. By choosing different node dimensions, you can explore your object-to-object relationships by country, plant, material, or distribution and the KPI to display for each object.Manual Task CreationYou can now use a new Create Task action in Studio to create manual tasks alongside your automations.This is useful for situations where a process requires human judgment or input that automation can't provide. For instance, if your automated system only flags new customers with a deal value over $100k, a manager can create a manual task for a promising customer with a lower deal value. This makes sure that opportunities aren't missed just because they don't fit the automated rules.

Discover what's new in the Celonis Platform

Discover what's new in the Celonis Platform

This month, we're bringing powerful new capabilities to the Celonis Platform. For analysts, new tools like the SQL Sandbox and global transformation parameters will streamline data modeling. Additionally, users can now more easily explore their data with a new world map layout added to the Network Explorer. Finally, users can now manually create task actions directly in Studio Views to flag instances where processes require human judgment.ADMIN OAuth for on-prem clients DATA INTEGRATION Partitioned extractions of large tables  PI GRAPH New SQL Sandbox for testing transformation data in OCDM Global transformation parameters PROCESS ADHERENCE MANAGER Variant selection added for individual event logs STUDIO VIEWS World map layout added to Network Explorer Manual Task Creation All changes listed below are in General Availability. To take part in early previews, check out the list of opportunities here. Planned releases:Studio Views - Improved chat experience in Process Copilot in August Data Integration - Inactive data model suspension in August Process Designer - Improved BPMN 2.0 conformance and user experience by September Data Integration - Decommissioning API and application keys: Action required before 2025-12-31  ADMINOAuth for on-prem clientsTo enhance the security of our on-prem clients (OPC), we have added support for the OAuth 2.0 protocol as a more secure authentication method. This protocol allows you to rotate OAuth client secrets and control the scope of permissions. Existing installations will continue to run until the deprecation of application keys by December 31, 2025. New installations will automatically have OAuth 2.0 enabled by default. DATA INTEGRATIONPartitioned extractions of large tables This update makes it possible to use partitioned extractions of large tables when extracting data from your Salesforce, SAP, ServiceNow, and JDBC databases. This allows you to chunk your data jobs into smaller batches, which can be extracted either in parallel or sequentially. This reduces extraction time and limits the chances of failure caused by high data volumes. PI GRAPHNew SQL Sandbox for testing transformation data in OCDMA new SQL Sandbox in the Objects and Events module allows you to safely test and validate your transformation data without impacting your source tables. Previously, data could only be validated by creating new objects and transformations for testing or by using objects in an existing transformation and then removing the SQL expressions before saving.Global transformation parametersThese enhancements allow you to create global parameters, which can be used across all transformations in Objects and Events. This reduces the multiple recurring steps and clicks when creating and updating local transformation parameters. PROCESS ADHERENCE MANAGERVariant selection added for individual event logsNow, you have the ability to select the number of variants that display for individual event logs. This gives you better control and more flexibility compared to the previous single slider that controlled variants across all event logs in a model. STUDIO VIEWSWorld map layout added to Network ExplorerThe Network Explorer component in your Studio Views can now be configured with a world map layout. This component allows you to examine how objects are related across your business. By choosing different node dimensions, you can explore your object-to-object relationships by country, plant, material, or distribution and the KPI to display for each object.Manual Task CreationYou can now use a new Create Task action in Studio to create manual tasks alongside your automations.This is useful for situations where a process requires human judgment or input that automation can't provide. For instance, if your automated system only flags new customers with a deal value over $100k, a manager can create a manual task for a promising customer with a lower deal value. This makes sure that opportunities aren't missed just because they don't fit the automated rules.

What's new in the Celonis Platform

What's new in the Celonis Platform

This month’s updates empower business users and analysts alike with new capabilities in the platform. With the new Load Data tool, you can simplify the way you get data from the Celonis Platform into your Process Copilots. Analysts can now use the new Treemap Component for Studio Views to visualize complex, hierarchical data. And for admins, we’ve updated Task Mining permissions and given you more control over your on-screen notifications.AI DEVELOPMENT  Simplified Data Loading in Process Copilots Data Change Detection in Annotation Builder STUDIO VIEWS  Process Animation for Process Explorer Treemap Component TASK MINING  Permission Changes New Desktop Client Application ADMIN  On-Screen Notification Duration All changes listed below are in General Availability. To take part in early previews, check out the list of opportunities here. Planned releases:Studio Views - Improved chat experience in Process Copilot in August Data Integration - Inactive data model suspension in August Process Designer - Improved BPMN 2.0 conformance and user experience by September Data Integration - Decommissioning API and application keys: Action required before 2025-12-31  AI DEVELOPMENT Simplified Data Loading in Process CopilotsThe new Load Data tool streamlines the process of loading data into a Large Language Model (LLM). It combines the functionalities of the previous PQL Tool and Get Data tools into a more intuitive, single feature. You can choose from two configuration methods: Intelligent, which dynamically uses Knowledge Model items to configure columns, and Custom, which allows you to manually define columns, filters, and limits. You can now add and activate the new Load Data tool within Process Copilot by going to Tool Activation.Data Change Detection in Annotation BuilderA new scheduling option within Annotation Builder, "Re-annotate on data changes," uses AI to detect and process only the rows with underlying data changes. This feature saves AI outputs by preventing the re-processing of entire datasets and ensures your annotations are always up-to-date.   STUDIO VIEWS Process Animation for Process ExplorerYou can now visually depict how cases flow through your process activities with the new Process Animation feature in Process Explorer. To begin, simply hover over a start node and click the Play button. You can pause and restart the animation at any point to highlight specific activities. A new Grouping dropdown also lets you group cases by hour or day to identify patterns; when grouping is applied, the size of the animation bubble reflects the number of aggregated cases.Treemap ComponentYou can now add and configure treemaps in your Studio Views. Treemaps are a data visualization that displays hierarchical data as a set of nested rectangles, perfect for quickly identifying patterns and proportions within large datasets.  TASK MINING Permission ChangesAdmins can now assign service-level and project-level permissions to analysts, offering more granular control over user access. Additionally, the Task Mining audit logs now include more detailed event information. New Desktop Client ApplicationVersion 2.20.0 of the Task Mining Desktop Client application is now available. This release includes two new endpoints that provide improved reporting of the application's state and event changes to the cloud backend. ADMIN On-Screen Notification DurationYou can now customize your user profile with how long on-screen notifications appear. In your profile settings, you can choose from 5 seconds (default), 50 seconds, or Dismiss manually, giving you more control over your user experience.  

Third test 21 July

Third test 21 July

DATA INTEGRATION Renaming target table in cloud extractions  PI GRAPH Extend custom object types from source system tables  PROCESS DESIGNER Best practice task import from PAM  PROCESS NAVIGATOR Language indicator moved to top navigation  Submit request on task level  PROCESS NAVIGATOR and PROCESS DESIGNER Activating and configuring live data enhancement  SSO configuration enhancements  Version number in profile dropdown STUDIO Scheduling View reports Migrating Analysis assets to Views  Divider component added to Views  Pivot table component for Views  Data health checks in Process Copilots Smart inputs added to View and component fields  Copying filters between Views  ​​​​All changes listed below are in General Availability. To take part in early previews, check out the list of opportunities here. Planned releases:​​​​​ Process Designer - Improved BPMN 2.0 conformance and user experience by September Data Integration - Decommissioning API and application keys: Action required before 2025-12-31  To share any feedback on this or previous posts, please reach out to us at cx@celonis.com. This month’s updates give admins and data analysts even more control, agility, and visibility across the platform. You’ll find new versioning capabilities in the PI Graph for structured change tracking and safer data model deployments. Your data analysts can now build event logs directly in Views — no SQL required — enabling faster, more flexible analysis. And for your business stakeholders, scheduled reporting makes it easier than ever to stay on top of the latest insights. Dive into the full post for everything that’s new! DATA INTEGRATION Renaming target table in cloud extractions You can now rename the target table in the Celonis Platform when extracting data from a cloud based source system such as SAP Ariba, Salesforce, and Oracle Fusion Cloud.When creating extraction tasks, select Rename name target in the Table Configuration settings and then specify the table name:For more information about connecting to cloud based source systems, see: Cloud based data sources.And for information about creating extraction tasks, see: Creating extraction tasks using the visual editor. PI GRAPH Extend custom object types from source system tables As an alternative to importing a complete object type from a table in your source data, you can now use a source system table to extend a custom object type that you've started to model. If you're modeling iteratively, this is a good way to complete your initial objects after validating them with stakeholders.You can select columns from the table to become attributes of the custom object type, and you can map columns to attributes that you already modeled. If you didn't create transformations yet for the object type, a SQL transformation script will be generated automatically that populates the attributes you imported or mapped. You can repeat the process with other source system tables to add more attributes to the object type, though the transformation script will only be generated once. For more information, see Importing object types and relationships from source data. PROCESS DESIGNER Best practice task import from PAM When exporting BPMN models from Process Adherence Manager to Process Designer, best practice tasks are now automatically created in Process Designer. The corresponding event ids, as well as further attributes such as team id, pool id and namespace are maintained automatically. This makes the configuration of Process Cockpit easier, as users no longer need to create best practice tasks manually.For more information, refer to the documentation. PROCESS NAVIGATOR Language indicator moved to top navigation We've moved the language indicator to the top navigation. This makes it much easier for users to see and change the language for their workspace. Previously, they had to click into the Profile dropdown to access this setting. For more information, refer to the documentation. Submit request on task level  Users with the Viewer role in Process Navigator can now submit requests based on a specific task in the Navigator. The request will display in the Action Center, with a link to the task the request is based on. Previously, users were only able to submit a request at the subprocess level, which was not precise enough. For more information, refer to the documentation. PROCESS NAVIGATOR and PROCESS DESIGNER Activating and configuring live data enhancement We've greatly simplified the process of setting up the live data connection between the Celonis Platform and Celonis Process Management. Administrators can now activate and configure the live data connection themselves through Celonis Process Management. This makes it much easier to set up Process Cockpit for use in Process Navigator. For more information, refer to the documentation. SSO configuration enhancements We've enhanced our Single Sign-On (SSO) feature to be more intuitive. When admins set up SSO for the first time, the form will now autofill the service provider URL. We've also added a reminder encouraging admins to switch off the standard login method as a final step in configuring SSO. This helps admins in streamlining their end-users login experience and adopting a better security practice. For more information, refer to the documentation. Version number in profile dropdownYou can now see the Celonis Process Management version number in the profile dropdown. STUDIO Scheduling View reportsIn addition to manually exporting your Views as PDFs, you can now schedule automated emails to be sent with the View report PDFs attached. These emails can be sent on a daily, weekly, or monthly basis, with the ability to customize the email and the PDF settings for each report.You can schedule your Studio View reports within a View by clicking Share or export View - Schedule reports:Once scheduled, your Studio View reports can be edited, permanently deleted, and activated / deactivated depending on its status:For more information about scheduling View reports, see: View Reports. Migrating Analysis assets to Views You can now migrate your Analysis assets to Studio Views, allowing you to create dashboards and reports using our enhanced View editing experience. This includes both step-by-step (load scripts, saved formulas, variables, etc.) and full sheet migration options.Celonis continues to maintain Analysis (by fixing bugs and ensuring that performance remains strong) but no further feature development will take place. As such, we recommend you migrate your Analysis assets to Studio Views.Step-by-step migration: You can manually migrate individual Analysis assets to Studio Views. Our step-by-step guide explains e.g. how to move load scripts from Analysis to filters in Views, how to copy single or multiple components from Analysis to Views or how to export saved formulas to a Knowledge model. This is especially helpful when you only want to move single parts of your Analysis.See: Migrating step-by-step Full sheet migration: Alternatively, if you want to move the full Analysis over to Views, you can use the full sheet migration wizard. This wizard guides you through the migration of a full Analysis sheet (including all components, saved formulas and variables) to a View, saving you from manually exporting each element to the Knowledge Model or View.See: Migrating full sheetsFor an overview of your migration options, see: Migrating Analysis to Views  Divider component added to Views  You can now add horizontal and vertical dividers to your Studio Views, allowing you to visually separate sections and improve your content hierarchy within your View.In this example, horizontal dividers have been used to visually separate different View components:To learn more about creating Views, see: Views. Pivot table component for Views  You can now add a pivot table to your Studio Views, allowing you to summarize, analyze, and present large datasets without altering the original data.In this example, a pivot table is used to display customer sales information based on regions. Each cell represents the average sales per customer in that region, with their customer and region subtotals displayed. Any cells with a positive value are then colored, making the table easier to read.To learn more about pivot tables, see: Pivot table. Data health checks in Process Copilots Celonis now performs automated scans to check your Knowledge Models for potential issues such as missing descriptions, schema changes, duplicate entries, outdated attributes, and other problems that could confuse the Large Language Models used in your AI tools such as Process Copilot. Resolving these issues will prevent your AI tools from analyzing inconsistent or incomplete data which can impact the quality of your outputs. Properly configuring your data will improve the accuracy of your responses and provide more reliable results.The findings from these scans are displayed in the Knowledge Input section of the Process Copilot configuration screen. Each impacted knowledge item is displayed as a separate line with a description of the problem and a link to access the impacted item directly in the Knowledge Model. Hover over the warning or error icon in the Issues column to see the cause of the problem and then select the Click to edit link to open this knowledge item in the Knowledge Model. For more information, see Knowledge Input in Process Copilots. Smart inputs added to View and component fields We've enhanced the text field inputs in Studio Views to suggest variables, translations, and JavaScript when inside the “${}“ syntax. When typing in supported text fields, smart inputs give you auto complete suggestions from existing queries in your package. You can then click on the suggestion or use the arrow keys and hit Enter to add it to your expression.For example, a smart input is used in the tab name to display the current date:This is configured using the following smart input:${new Date().toDateString()}For a video overview of smart inputs in Views:Smart inputs are enabled for the following Studio features: Button label, Button variant, Color Mapping (View Components), component information, filter dropdown label, input box label, input dropdown label, tab Container, tab name, and View name.For more information smart inputs, see: Smart inputs. Copying filters between Views Any filters you set in a View can now also be copied into other Views within your Celonis Platform team, saving you from manually configuring them each time. Copied filters are saved on a clipboard for 10 minutes, with a prompt for you to apply the filter when you open subsequent Views.To learn more about copying filters between Studio Views, see: Copying filters between Views. 

See the latest updates in the Celonis Platform

See the latest updates in the Celonis Platform

This month’s updates give admins and data analysts even more control, agility, and visibility across the platform. You’ll find new versioning capabilities in the PI Graph for structured change tracking and safer data model deployments. Your data analysts can now build event logs directly in Views — no SQL required — enabling faster, more flexible analysis. And for your business stakeholders, scheduled reporting makes it easier than ever to stay on top of the latest insights. Dive into the full post for everything that’s new!STUDIO VIEWS Get ready to switch from Analysis to Views. BUSINESS APPS Payment Terms Harmonizer App now includes a Value Tracking view within the Value Journey folder. DATA INTEGRATION Rename target tables in Cloud Extractions when extracting data from cloud-based source systems. PI GRAPH Extend existing custom object types from source system tables instead of full import. PROCESS NAVIGATOR & PROCESS DESIGNER  Best practice tasks are now automatically created in Process Designer when exporting BPMN models from Process Adherence Manager (PAM). ​​​​​​​Viewer roles can now submit requests based on a specific task, rather than just at the subprocess level. Administrators can now activate and configure the live data connection between the Celonis Platform and Celonis Process Management directly through Celonis Process Management. The Celonis Process Management version number is now visible in the profile dropdown. Single Sign-On (SSO) setup has been made more intuitive with autofilled service provider URLs and a reminder to disable standard login. The language indicator has been moved to the top navigation bar.  We’ve started a new format to help make it easier to digest. For full details, please see the detailed release notes on docs.celonis To share any feedback on this or previous posts, please reach out to us at cx@celonis.com. ​​​​All changes listed below are in General Availability. To take part in early previews, check out the list of opportunities here. Planned releases:​​​​​ Process Designer - Improved BPMN 2.0 conformance and user experience by September Data Integration - Decommissioning API and application keys: Action required before 2025-12-31  STUDIO VIEWSGet ready to switch from Analysis to Views.We are continuing to maintain Analysis (by fixing bugs and ensuring that performance remains strong) but no further feature development will take place. We therefore recommend you migrate your Analysis assets to Studio Views.Migrate step-by-step or use the full sheet migration wizard to reduce the manual effort required.   To get the most out of Studio, check out the most recent changes:  Any filters you set in one View can now be copied and pasted into other Views within your Celonis Platform team. This is a significant time-saver, eliminating the need to manually reconfigure the same filters across different Views and ensuring consistency in your analysis. Copied filters are saved on a clipboard for 10 minutes, with a prompt for you to apply the filter when you open subsequent Views. Custom Activity/Event Node Coloring: You can now apply custom coloring to activity and event nodes within the process graphs of Process Explorer and Variant Explorer. This provides clearer and more intuitive process analysis, enabling you to highlight specific paths, bottlenecks, or areas of interest at a glance. Add a pivot table to Studio Views to better summarize, analyze and present large datasets without altering the original data.  Add horizontal and vertical dividers to your Studio Views. This enhances the visual organization and hierarchy of your Views, making your dashboards and reports cleaner, easier to read, and more professional. Text fields in Studio Views now offer smart input suggestions (variables, translations, JavaScript) within the ${} syntax. This significantly speeds up and simplifies the configuration process by providing intelligent auto-completion, reducing errors and making it easier to leverage dynamic content. For example, quickly pull in relevant data variables to customize your views. For example, a smart input is used in the tab name to display the current date:This is configured using the following smart input: ${new Date().toDateString()} Schedule automated email deliveries of your Studio View reports as PDFs. This automates the distribution of your insights, ensuring stakeholders receive up-to-date reports without manual effort. For example, schedule weekly executive reports to keep leadership informed on key KPIs without manual intervention. Celonis now performs automated scans to check your Knowledge Models for potential issues such as missing descriptions, schema changes, duplicate entries, outdated attributes, and other problems that could confuse the Large Language Models used in your AI tools such as Process Copilot BUSINESS APPSPayment Terms Harmonizer App now includes a Value Tracking view within the Value Journey folder. This supercharges your value framing, giving you deeper, more precise insights into the financial impact of harmonized payment terms. Update your app configuration to activate. DATA INTEGRATIONRename target tables in Cloud Extractions when extracting data from cloud-based source systems. Cloud-based source systems like SAP Ariba, Salesforce, and Oracle Fusion Cloud. This provides unmatched flexibility and organization for your extracted cloud data, making data management simpler and more intuitive. Learn more about connecting to cloud-based source systems and creating extraction tasks. PI GRAPHExtend existing custom object types from source system tables instead of full import. Do this by pulling specific columns directly from a source system table itself. This dramatically streamlines your modeling workflow, allowing you to quickly refine and complete your initial object models after stakeholder validation, saving significant time. SQL transformation scripts are even generated automatically! PROCESS NAVIGATOR & PROCESS DESIGNER Best practice tasks are now automatically created in Process Designer when exporting BPMN models from Process Adherence Manager (PAM). This automates a manual step, making Process Cockpit configuration significantly easier and saving you time by maintaining attributes like event IDs, team IDs, and namespaces. ​​​​​​​Viewer roles can now submit requests based on a specific task, rather than just at the subprocess level. This provides much greater precision for requests, ensuring issues or actions are clearly tied to the exact task they relate to, which improves clarity and actionability in the Action Center. Administrators can now activate and configure the live data connection between the Celonis Platform and Celonis Process Management directly through Celonis Process Management. This greatly simplifies and streamlines the process of setting up Process Cockpit for use in Process Navigator. The Celonis Process Management version number is now visible in the profile dropdown. This provides quick and easy access to your current version information, useful for troubleshooting or ensuring you're on the latest updates. Single Sign-On (SSO) setup has been made more intuitive with autofilled service provider URLs and a reminder to disable standard login. These enhancements streamline the SSO configuration process, making it easier for admins to set up a secure and seamless login experience for their end-users. The language indicator has been moved to the top navigation bar. Making it easier and faster for all users to see and change the language for their workspace.  

See what's changed in the Celonis Platform

See what's changed in the Celonis Platform

BUSINESS APPS DATA INTEGRATION PI GRAPH PROCESS DESIGNER PROCESS NAVIGATOR PROCESS NAVIGATOR and PROCESS DESIGNER STUDIO  COMING SOON Process Designer enhancements by September!  Data Integration IP Address Updates on eu-2, eu-3, jp-1, uk-1, and us-2 realms. Ensure your system IP allowlists include the latest Celonis IPs, and remove specific older IPs by September 17, 2025.  Decommissioning of selected API & Application Keys before December 31, 2025.  Keep track of Celonis platform changes: Explore Planned Releases Learn what Private Preview and Public Preview means​​​​​​ Sign up separately for platform status alerts. BUSINESS APPS Payment Terms Harmonizer app releaseWhat's New: A new version of the Payment Terms Harmonizer app is out, featuring a powerful Value Tracking view within the Value Journey folder.Who it Helps & How: Users of the Payment Terms Harmonizer app. Just update your app configuration to activate this new view.Why it Matters: It supercharges your value framing, giving you deeper, more precise insights into the financial impact of harmonized payment terms.For more information, refer to:Payment Terms Harmonizer app - object-centric Updating the Payment Terms Harmonizer app DATA INTEGRATION Renaming target table in cloud extractions What's New: You can now rename the target table when extracting data from cloud-based source systems like SAP Ariba, Salesforce, and Oracle Fusion Cloud.Who it Helps & How: Data integration specialists and administrators creating extraction tasks from cloud sources. Simply select "Rename name target" in the Table Configuration settings and set your desired name.Why it Matters: This provides unmatched flexibility and organization for your extracted cloud data, making data management simpler and more intuitive within Celonis.For more information about connecting to cloud based source systems, see: Cloud based data sources.And for information about creating extraction tasks, see: Creating extraction tasks using the visual editor. PI GRAPH Extend custom object types from source system tables What's New: Instead of full imports, you can now extend existing custom object types by pulling specific columns directly from a source system table.Who it Helps & How: Data modelers and those iteratively building their object-centric data models. Select columns to become new attributes or map them to existing ones; SQL transformation scripts are even generated automatically!Why it Matters: This dramatically streamlines your modeling workflow, allowing you to quickly refine and complete your initial object models after stakeholder validation, saving significant time.For more information, see Importing object types and relationships from source data. New Versioning functionality in the Process Intelligence Graph [Private Preview]What's New: A new Versioning functionality for the PI Graph allows for structured versioning of types, transformations, and perspectives within your object-centric data model.Who it Helps & How: Teams collaborating on and managing object-centric data models. Access this in the Objects & Events module to create, track, and deploy versions, as well as track changes and rollback.Why it Matters: This offers greater control over your data model changes, improving collaboration, providing consistent and traceable updates, and enabling safer, more controlled rollouts with staged deployment. PROCESS DESIGNER Best practice task import from PAM What's New: When exporting BPMN models from Process Adherence Manager (PAM) to Process Designer, best practice tasks are now automatically created.Who it Helps & How: Users working with BPMN models in PAM and Process Designer. Simply export your models from PAM.Why it Matters: This automates a manual step, making Process Cockpit configuration significantly easier and saving you time by maintaining attributes like event IDs, team IDs, and namespaces.For more information, refer to the documentation. PROCESS NAVIGATOR Language indicator moved to top navigationWhat's New: The language indicator in Process Navigator has been moved to the top navigation bar.Who it Helps & How: All users of Process Navigator. You'll now find it at the top for quick access.Why it Matters: This makes it much easier and faster for users to see and change the language for their workspace without navigating through dropdown menus.For more information, refer to the documentation.Submit request on task levelWhat's New: Users with a Viewer role in Process Navigator can now submit requests based on a specific task, rather than just at the subprocess level.Who it Helps & How: Process Navigator Viewers. When submitting a request, you can now link it directly to a particular task.Why it Matters: This provides much greater precision for requests, ensuring that issues or actions are clearly tied to the exact task they relate to, which improves clarity and actionability in the Action Center.For more information, refer to the documentation. PROCESS NAVIGATOR and PROCESS DESIGNER Activating and configuring live data enhancement What's New: Administrators can now activate and configure the live data connection between the Celonis Platform and Celonis Process Management directly through Celonis Process Management.Who it Helps & How: Administrators. You can now self-serve this setup within Celonis Process Management.Why it Matters: This greatly simplifies and streamlines the process of setting up Process Cockpit for use in Process Navigator, giving administrators more control and reducing setup time.For more information, refer to the documentation.Version number in profile dropdown What's New: The Celonis Process Management version number is now visible in the profile dropdown.Who it Helps & How: All users of Process Navigator and Process Designer. Simply click on your profile icon.Why it Matters: This provides quick and easy access to your current version information, which can be useful for troubleshooting or ensuring you're on the latest updates.SSO configuration enhancements What's New: Single Sign-On (SSO) setup has been made more intuitive with autofilled service provider URLs and a reminder to disable standard login.Who it Helps & How: Administrators setting up SSO for the first time. The form will now pre-populate the service provider URL, and you'll receive a prompt to switch off standard login.Why it Matters: These enhancements streamline the SSO configuration process, making it easier for admins to set up a secure and seamless login experience for their end-users.For more information, refer to the documentation. STUDIO Activity / Event node coloring in Process Explorer and Variant Explorer What's New: You can now apply custom coloring to activity and event nodes within the process graphs of Process Explorer and Variant Explorer.Who it Helps & How: Users analyzing processes in Studio. In edit mode, go to the "Coloring" section on the Settings tab to design and apply custom color schemes based on various criteria (e.g., department, alerts).Why it Matters: This powerful visualization tool allows for much clearer and more intuitive process analysis, enabling you to highlight specific paths, bottlenecks, or areas of interest at a glance.For more information, see Color mapping event nodes.Build object-centric event logs with visual previews directly in Studio What's New: A new visual event log builder lets you construct object-centric event logs directly in Studio without PQL statements, providing immediate visual previews.Who it Helps & How: Users building object-centric process mining perspectives. Choose a lead object and desired events, and you'll see a real-time preview of your event log table, edge table, and graph.Why it Matters: This simplifies and accelerates the creation of object-centric event logs, making it more accessible and intuitive to model complex process data with instant visual feedback.For more information, see: Event logs (object-centric).Copying filters between Views What's New: Any filters you set in one View can now be copied and pasted into other Views within your Celonis Platform team.Who it Helps & How: Users working with multiple Studio Views. Apply a filter, then copy it, and a prompt will appear when you open subsequent Views to apply the saved filter.Why it Matters: This is a significant time-saver, eliminating the need to manually reconfigure the same filters across different Views and ensuring consistency in your analysis.To learn more about copying filters between Studio Views, see: Copying filters between Views.Data health checks in Process Copilots What's New: Celonis now performs automated scans to check your Knowledge Models for potential issues that could impact AI tools like Process Copilot.Who it Helps & How: Process Copilot users and Knowledge Model administrators. Findings are displayed in the Knowledge Input section of the Process Copilot configuration screen, with direct links to fix issues.Why it Matters: This ensures the accuracy and reliability of your AI outputs by identifying and helping you resolve inconsistencies or gaps in your data, leading to more trustworthy insights from your AI tools.For more information, see Knowledge Input in Process Copilots.Divider component added to Views What's New: You can now add horizontal and vertical dividers to your Studio Views.Who it Helps & How: Users designing dashboards and reports in Studio Views. Simply drag and drop divider components to visually separate sections.Why it Matters: This enhances the visual organization and hierarchy of your Views, making your dashboards and reports cleaner, easier to read, and more professional.To learn more about creating Views, see: Views.Legacy View component migration [Private Preview]What's New: You can now manually migrate select Legacy View components to your new Studio Views.Who it Helps & How: Users transitioning from Legacy Views to Studio Views. In Legacy View edit mode, hover over a supported component to copy and paste it into a Studio View.Why it Matters: This simplifies the migration process, allowing you to leverage your existing components and configurations within the enhanced Studio View editor, saving you time and effort.To view the full list of supported components and an overview of current limitations, see: Manually migrating Legacy View components to Views.Migrating Analysis assets to ViewsWhat's New: You can now migrate your Analysis assets (including step-by-step or full sheet options) to Studio Views.Who it Helps & How: Users looking to transition from Analysis to the enhanced Studio View editing experience. Use either the step-by-step guide for individual assets or the full sheet migration wizard.Why it Matters: This crucial migration pathway allows you to benefit from the ongoing feature development and enhanced experience of Studio Views, ensuring your dashboards and reports are built on the latest capabilities.For an overview of your migration options, see: Migrating Analysis to ViewsScheduling View reports What's New: In addition to manual exports, you can now schedule automated email deliveries of your Studio View reports as PDFs.Who it Helps & How: Users who need regular reports from their Studio Views. Within a View, click "Share or export View" then "Schedule reports" to set up daily, weekly, or monthly deliveries.Why it Matters: This automates the distribution of your insights, ensuring stakeholders receive up-to-date reports without manual effort, improving efficiency and information flow.For more information about scheduling View reports, see: View Reports.Smart inputs added to View and component fields What's New: Text fields in Studio Views now offer smart input suggestions (variables, translations, JavaScript) within the ${} syntax.Who it Helps & How: Users configuring Studio Views and components. When typing in supported fields, you'll get autocomplete suggestions from existing queries.Why it Matters: This significantly speeds up and simplifies the configuration process by providing intelligent auto-completion, reducing errors and making it easier to leverage dynamic content in your Views.For more information smart inputs, see: Smart inputs. 

Check out what's changed in the Celonis Platform

Check out what's changed in the Celonis Platform

DATA INTEGRATION Extractions Editor and AI Assistant for JDBC data extractions  DATA INTEGRATION SAP Ariba Custom Forms API v3 deprecated  MACHINE LEARNING Upgraded machine learning workbenches available  PI GRAPH Global transformation parameters  PI GRAPH Import from table now supports DATE columns as attributes  PI GRAPH Search for columns in the Schema explorer  PROCESS ADHERENCE MANAGER Integration of model import and export between PAM and CPM  PROCESS ADHERENCE MANAGER Removing event logs from a target model  PROCESS ADHERENCE MANAGER Undoing and redoing changes in a target model  STUDIO Attribute filter uses Knowledge Model [Private Preview] STUDIO Build object-centric event logs with visual previews directly in Studio [Private Preview] STUDIO Divider component added to Views [Private Preview] STUDIO Excluding components from predefined View filters  STUDIO New Process Copilot template for status questions  STUDIO Right-click interactions added to Views  STUDIO Uploading images to Views  ENHANCEMENTS COMING SOON!Keep track of Celonis platform changes:Explore Planned Releases Learn what Private Preview and Public Preview means​​​​​​ Sign up separately for platform status alerts. Your input helps us improve!You asked, and we listened: We're now including more information on planned releases in our new 'Enhancements Coming Soon' section. Please send your feedback or suggestions to cx@celonis.com – your insights are invaluable. Thank you! DATA INTEGRATION Extractions Editor and AI Assistant for JDBC data extractions  You can now write or generate SQL queries for JDBC data extractions using the new in-built Extractions Editor and AI Assistant. These enhanced features will allow you to use your source system specific SQL functions and JOINS, making it easier for you to extract your data into the Celonis Platform.In addition to generating extraction queries, the AI Assistant will also help validate queries for you. For further information, see: Extractions Editor and AI Assistant overview.Using the JDBC extractor?If you're currently connecting to your source system using the JDBC extractor, you must update the extractor to version 3.0.0 in order to use the Extractions Editor and AI Assistant.For more information about installing and updating the JDBC extractor to version 3.0.0, see: Updating the on-premise JDBC extractor. DATA INTEGRATION SAP Ariba Custom Forms API v3 deprecated  SAP has officially deprecated Ariba Custom Forms API v3. See SAP Ariba Version History page. In response to that change, we're updating Celonis SAP Ariba Extractor to use the Custom Forms API v4. For more information, see Supported SAP Ariba API endpoints.ImportantDue to changes in the underlying table structure, delta extractions may fail after the update. To avoid any issues, we recommend running a new full extraction for any tables impacted after the update. MACHINE LEARNING Upgraded machine learning workbenches available  The Machine Learning Workbench environment has been upgraded to include a new version of workbenches with automatic upgrades, integrated Conda support and expanded compatibility with Python. These new workbenches are designed to reduce maintenance by providing ongoing upgrades that will install the latest security updates and performance upgrades automatically. This update also includes an environment management feature that allows you to create individual environments using Conda without conflicts between versions or potential issues with dependencies. These new workbenches will also work with more versions of Python, making them compatible with a wider range of tools and libraries.To create this new type of workbench, select the “Jupyter Workbench” option from the Create Workbench window and then finish creating the workbench as usual. To create a workbench using the legacy format, select “Jupyter Workbench (Legacy)”. These updated versions are only available when creating new workbenches and will not impact existing workbenches. To upgrade existing workbenches to the new version, you will need to create a new workbench and then migrate the existing workbench to it. Using the new workbenches is optional, so you can continue creating workbenches using the existing version, but it is recommended that you utilize the new workbench version to take advantage of the improved functionality. PI GRAPH Global transformation parameters  You can now create global parameters that can be used across all transformations in Objects and Events. This reduces the multiple recurring steps and thereby clicks when (re)creating and updating local transformation parameters, making transformation parameters scalable across your Object Centric data.When creating transformation parameters, select Global and either add a new parameters or apply an existing one:For more information about modeling your objects and events, see: Creating custom transformations. PI GRAPH Import from table now supports DATE columns as attributes  The Import from table functionality has been upgraded to allow you to import a table containing a DATE column and use that column to create an attribute. Previously, when creating an Object type by importing a table with a DATE column, that DATE column was unsupported and could not be used as an attribute. With this update, the DATE column will automatically be cast as a TIMESTAMP during the transformation and can be used to create an attribute. For more information, see Importing object types and relationships from source data. PI GRAPH Search for columns in the Schema explorer  The schema explorer in the Objects and Events module has been upgraded to allow users to search data sources for a specific column name. Users can select a data source from the dropdown and then click the magnifying glass icon to enable the search field. Users can enter their search criteria in this field and only column names matching their criteria will be displayed. Deleting the search criteria or clicking the X button will remove the filter and show all available columns.  PROCESS ADHERENCE MANAGER Integration of model import and export between PAM and CPM  Once enabled in the Celonis Platform Admin & Settings, you can now seamlessly:Import BPMN models from Process Designer into PAM then reopen them in Process Designer. Export any BPMN model from PAM to Process Designer.If a BPMN model used to create a model in PAM is subsequently updated in Process Designer, you'll be automatically notified and can either update your PAM model or delink your PAM model from the Process Designer version.For more information, see Importing a BPMN model from Process Designer into PAM and Exporting a BPMN model from PAM to CPM.  PROCESS ADHERENCE MANAGER Removing event logs from a target model  Previously, if you wanted to remove an event log from your target model, you had to delete your target model and recreate it without that event log. Now you can simply select event logs and delete them without having to recreate your target model.For more information, see Removing an event log. PROCESS ADHERENCE MANAGER Undoing and redoing changes in a target model  You can now undo and redo changes when editing your target model using either the undo/redo buttons that display in the Target Model Editor or standard shortcut keys.For more information, see Undoing and redoing changes in a target model. STUDIO Attribute filter uses Knowledge Model [Private Preview] You can now select the Knowledge Model to use when setting an attribute filter in your Studio Views, a change from previously selecting a Data Model. This update allows you to set filters based on the non-technical name given to attributes, making it easier for business users to filter their data.To set an attribute filter within a View, click Filters - Attribute filter and select from the available Knowledge Model:For more information about View filters, see: Filtering Views. This feature is currently available as a Private Preview only During a Private Preview, only customers who have agreed to our Private Preview usage agreements can access this feature. Additionally, the features documented here are subject to change and / or cancellation, so they may not be available to all users in future.For more information about our Private Preview releases, including the level of Support offered with them, see: Feature release types. STUDIO Build object-centric event logs with visual previews directly in Studio [Private Preview] We've created a visual event log builder for you to construct event logs for object-centric process mining perspectives. You don't need to write PQL statements - just choose a lead object and the events you want to include. You'll immediately get a visual preview of your event log, with an event log table, an edge table for connections, and a graph preview.This release is in Public Preview only: If you would like access to this feature, submit a request using this form: Early Customer Engagement - New Event Log Builder.For more information, see: Event logs (object-centric).This feature is currently available as a Public Preview only During a Public Preview, only eligible customers can access this feature. Additionally, there may be minor updates to the functionality and design of these features when they are released in General Availability.For more information about our Public Preview releases, including the level of Support offered with them, see: Feature release types. STUDIO Divider component added to Views [Private Preview] You can now add horizontal and vertical dividers to your Studio Views, allowing you to visually separate sections and improve your content hierarchy within your View.In this example, horizontal dividers have been used to visually separate different View components:To learn more about creating Views, see: Views.This feature is currently available as a Private Preview only During a Private Preview, only customers who have agreed to our Private Preview usage agreements can access this feature. Additionally, the features documented here are subject to change and / or cancellation, so they may not be available to all users in future.For more information about our Private Preview releases, including the level of Support offered with them, see: Feature release types. STUDIO Excluding components from predefined View filters  You can now exclude select Studio View components from predefined filters on both a View and View tab level.By excluding the component from predefined filters, you're able to maintain the data displayed within them. This can be useful for showing top level KPIs that should be consistent and independent of predefined filters or if you're making side by side comparisons.You can exclude the following Studio components from predefined filters: Case Explorer, Chart (All mark charts - bar, line, point), Condition List, Container and container tabs, Event Explorer, Histogram, KPI Card, KPI List, Network Explorer, Pie chart, Process Explorer, Scatterplot, Table, Text Box, TPT Explorer, and Variant Explorer.For more information, see: Temporary filters for Apps. STUDIO New Process Copilot template for status questions  Process Copilots now offer a customizable template designed to perform status checks on business objects such as invoices, claims, and orders. These templates are pre-built configurations that can be finalized by selecting the specific record and attribute that the user wants to track. These selections are added to the template to build a Process Copilot specifically designed to answer questions about these business objects. These templates make it faster for users to develop Process Copilots to answer real-time questions about the status of any business object. Once configured, these Process Copilots can answer questions about the status of an order or the payment cycle for an invoice using the chat functionality in your Process Copilot or even a third party application such as Microsoft Teams. STUDIO Right-click interactions added to Views  You can now right-click while editing your Studio Views, giving you a number of context specific options. These options include copying and pasting components, moving objects forwards and backwards, accessing the View layout settings, and deleting components.To learn more about creating Studio Views, head to: Views.  STUDIO Uploading images to Views  In addition to adding team logos and hosted images to your Studio Views, you can now upload image files up to 2mb in size using the image component. You can then customize your uploaded image style by choosing the fit, background, alignment, labels, and alt text.In this example, we've added the Celonis logo to our Process Cockpit: To learn more about uploading images to your Views, see: Logos and Images  ENHANCEMENTS COMING SOON! Process Designer: Get ready for a more powerful and intuitive Process Designer by September! We're rolling out a new editor with enhanced BPMN 2.0 capabilities (supporting pools, lanes, message flows, and more). You'll have the flexibility to choose which editor you use, with no migration needed for existing work. Plus, Celonis Process Management is getting a refreshed look to align with the rest of the Celonis Platform. PLAN AHEAD FOR Data Integration IP Address Updates: Who's affected: Only those on eu-2, eu-3, jp-1, uk-1, and us-2 realms using IP allowlisting for Celonis-originating traffic. Action needed: Ensure your system IP allowlists include the latest Celonis IPs, and remove specific older IPs by September 17, 2025.  Decommissioning of selected API & Application Keys: Who's affected: Users of API and/or application keys for the Audit Log, Platform Adoption, and Team Login History APIs. Action needed: Migrate any systems or applications using these keys to OAuth 2.0 before December 31, 2025. This move to OAuth 2.0 provides a more secure and streamlined developer experience, aligning with the principle of least privilege. Refer to Using an OAuth 2.0 token in Celonis for detailed guidance.   

Explore the latest Celonis Platform changes

Explore the latest Celonis Platform changes

DATA INTEGRATION Extract from read replica in ServiceNow extractions  DATA INTEGRATION Exclude inactive records in SAP Ariba extractions  STUDIO Updated filter dropdowns and table column filtering  STUDIO View preceding and following events in Process Explorer  STUDIO Create Annotation Builder from table  STUDIO Insight Explorer updates  STUDIO Localized formats based on current region in user profile  PI GRAPH Duplicate relationships and transformations when duplicating object and event types TASK MINING Version 2.19.0 of the Task Mining Desktop Application API Subscription API added to Process Intelligence Keep track of Celonis platform changes:Explore Planned Releases Learn what Private Preview and Public Preview means​​​​​​ Sign up separately for platform status alerts. DATA INTEGRATION Extract from read replica in ServiceNow extractions  You can now enable Extract from read replica on a table level for your ServiceNow extractions. In ServiceNow, a read replica is a read-only copy of the primary database used to improve performance and scalability. It allows high-volume data reads, like analytics, reporting, or integrations, without impacting the performance of the main (read/write) transactional database.Enabling this option for your ServiceNow extractions uses the parameter 'sysparm_query_category=reporting' in all extraction requests. This will direct the query to the reporting read replica of ServiceNow.To enable this for your ServiceNow extractions, click Data Jobs - Table Configuration and select Extract from read replica:For more information, see: ServiceNow. DATA INTEGRATION Exclude inactive records in SAP Ariba extractions  You can enable the exclusion of inactive records when extracting data from SAP Ariba. If enabled, the platform passes the parameter 'includeInactive=false' in all extraction requests, alerting SAP Ariba to exclude any inactive records on a table level. The option is available for all asynchronous APIs of Ariba (Procurement, Sourcing, Analytical Reporting).We recommend activating this option in specific cases where the SAP Ariba extractions failed due to the data present in the inactive records.To enable this for your asynchronous SAP Ariba extractions, click Data Jobs - Table Configuration and select Exclude inactive records:For more information, see: Asynchronous APIs for SAP Ariba. STUDIO Updated filter dropdowns and table column filtering  We've enhanced the filter dropdown user experience in Views, increasing the ways you can filter both your dropdown component content and applicable table columns.These filter dropdown enhancements include:Filtering your View to include or exclude values. Filtering in bulk by typing text in the search bar and including or excluding values that match the text. Range filtering for number dropdowns to allow you to filter your View by more precise numerical values.In the following example, the updated filter dropdown is being used for a table column. This shows you the different filtering enhancements.For more information about configuring and using filter dropdowns in your Studio Views, see: Filter components STUDIO View preceding and following events in Process Explorer  The event node pop up in Process Explorer has been updated to include a second tab that shows an overview of all events that immediately precede or follow the selected event. By clicking on an event node in Process Explorer, users can now see the details of the selected event on the Occurrences tab and a list of events immediately preceding this event on the Cases from / Cases to tab.NoteThis tab will be titled “Objects from / Objects to” in a multi-object Process Explorer. The Objects from / Object to tab shows a breakdown of preceding/following events for the selected event. In the multi-object Process Explorer, there is a breakdown of the events in each event log. The Preceding Events tab shows a list of all events that occurred immediately before this event and the number of objects in which this occurred. The Following Events tab shows the same overview for all events that occurred immediately following the selected event. On both tabs, the events are displayed in descending order by default, but can be re-sorted by clicking on the Objects header and selecting a different sort order from the dropdown.    Preceding Events tab Following Events tab For more information, see View node details in Process Explorer. STUDIO Create Annotation Builder from table  Annotation Builder is being updated with a new feature that allows users to create an Annotation Builder directly from a View table in Studio. The new "Create Annotation Builder" option is now available on the options menu (three dots) above each View table and creates a new Annotation Builder based on the columns in that table. Selecting this option launches the Create Annotation Builder window that is used to create an initial configuration for this new Annotation Builder that can be modified as needed.For more information see Create an Annotation Builder from a table. STUDIO Insight Explorer updates  Insight Explorer is getting updated with several functional changes to the configuration process. These changes will improve ease of use and provide more control over how insights are generated.Knowledge eligibility pre-checkInsight Explorer now executes a check on the full Knowledge Model when opening the configuration page to determine eligibility, no longer requiring individual checks for each selection. Non-eligible items are indicated with an error icon and items that might need changes are indicated with a warning icon. Eligible items display with no icon, non-eligible items show an error icon, and items that might need changes appear with a warning icon. For more information, see Configure Insight Explorer.Aggregation type input for metricsMetrics no longer need to have a PQL formula surrounded by an explicit aggregation function (AVG, SUM, MEDIAN, etc.) to be added to Insight Explorer. Users can now select a metric and its aggregation type during configuration. For more information, see Aggregation types.Advanced settingsUsers can now edit certain analysis parameters used to generate insights in the advanced settings of Insight Explorer. For more information, see Advanced settings for Insight Explorer.Knowledge Model filter supportUsers can now add filters stored in the Knowledge Model to Insight Explorer by selecting them from the Add filters screen and clicking the "Apply selected filters" button. For more information, see Add filters to Insight Explorer. STUDIO Localized formats based on current region in user profile  We're introducing localized formatting for numbers and dates in your Studio Views, Legacy Views, Knowledge Models, and Apps according to the current location defined in your user profile.These configurations are specific to your profile and can be configured by clicking Edit Profile and selecting your Region:The platform will render all dates and numbers in the localized format when available.For Studio assets to be localized, they need to be updated with the correct formats - see: Localizing number and date formats. PI GRAPH Duplicate relationships and transformations when duplicating object and event types When duplicating a custom object type or custom event type, users can now choose to duplicate its object to object relationships, event to object relationships, and transformations. On the Duplicate type screen, use the checkboxes in the "Also duplicate" section to indicate whether to copy the current relationships and transformations to the new custom type. Once duplicated, the new object type or event type, relationships, and transformations can be edited without impacting the original.NoteObject types and event types from the Celonis catalog cannot be duplicated. For more information, see Creating custom object types and custom event types. TASK MINING Version 2.19.0 of the Task Mining Desktop Application We've released a new version of the Task Mining Desktop Application, including updated versions of the Chrome and Edge browser extensions. This provides improved support for data gathering where multiple users are accessing a single machine.For more information, see Release/Patch Notes Client and Configuration Editor. API Subscription API added to Process Intelligence  The Celonis Process Intelligence API has been expanded to include the Subscription API. This API can be used to integrate third party workflows and automations with the Celonis Platform. Using the Subscription API, users will be able to subscribe to Knowledge Model triggers in Celonis and receive notifications in real time when specific events occur or certain conditions are met, which allows for faster reactions to these events.The Subscription API enables third party products to discover and subscribe to Knowledge Model triggers, allowing Celonis to automatically initiate third party procedures. For example, this API can be used to create a notification when the Knowledge Model is updated when a purchase order is canceled or a payment is received which will then initiate a workflow in the third party application in response.As part of the Subscription API, new endpoints will be available to help users:List available Knowledge Model triggers Update a subscription with a new destination address and credentials Pause a subscription Resume a subscription Replay a subscription Terminate a subscription List all current subscriptionsFor more information, see Process Intelligence API on the Celonis Developer Portal.

Second test

  ADMIN & SETTINGS AI Settings adding new deployment option and additional usage details  DATA INTEGRATION Changes to Celonis IP addresses  DATA INTEGRATION Zero-copy connectivity with Microsoft Fabric [Public Preview] MACHINE LEARNING Updated user interface for the Machine Learning Workbench  PI GRAPH  Run multiple data jobs for different perspectives  PI GRAPH  Transformation enhancements  PI GRAPH  Upgrades to the import from table process  PROCESS ADHERENCE MANAGER Support added for dynamically-generated or relabelled events and case-centric data models  STUDIO Copying filters between Views [Private Preview] STUDIO Custom KPI Groups in Process Explorer and Variant Explorer  STUDIO Updated Python tool for Process Copilots Celonis:NEXTDuring our recent Celonis:NEXT event we shared new product features including Platform enhancements, Studio updates and powerful new AI capabilities. All designed to help you optimize processes and unlock even greater business value. The on-demand recording is now available along with a recap blog. To learn more, you can also sign up to the following webinars: Build the Next-generation of AI Agents - June 18th Introducing Orchestration Engine - June 25th Keep track of Celonis platform changes:Explore Planned Releases Learn what Private Preview and Public Preview means​​​​​​ Sign up separately for platform status alerts. ADMIN & SETTINGS AI Settings adding new deployment option and additional usage details  The AI Settings page in Admin & Settings is being updated to include a new option for Large Language Model (LLM) deployments and provide Admins more insight into the AI assets being used by their team. These new features will provide Admins with an additional option for their AI services, as well as providing both more insight into where their assets are being used and more control over the AI Output consumption.Admins will be able to configure the Bring your own Model (BYOM) option to connect self-hosted LLMs on Azure, AWS and OpenAI compliant environments to their Celonis teams. This feature allows Admins to reuse their existing LLM deployments in Celonis. Users can also see the specifics of their AI consumption in the Consumption Details screen by clicking the “See consumption details” in the upper right of the AI Settings screen. From this screen, users can see the total number of outputs being consumed by each Service Provider, as well as a more detailed breakdown of each AI product in the Consumers table, including the assigned LLM, when the product was last used, and the number of outputs consumed. The new AI Assets in Studio tab provides a detailed breakdown of the team’s AI Assets, such as Annotation Builders and Process Copilots, that are currently in use. From this tab, Admins can see where each AI asset is being used, the type of asset, the LLM assigned, and the service provider. Admins can also use the toggle switch to disable individual assets and pause their AI Output consumption. For more information, see AI Settings.DATA INTEGRATION Changes to Celonis IP addresses  We’ve added Celonis IP as origin addresses for eu-2, jp-1, uk-1 and us-2. If you have IP allowlisting configured for Celonis-originating traffic, you must add the following IP addresses to avoid connectivity issues with cloud databases and/or on-premises services: Realm IPs to be added eu-2 20.31.2.184 20.31.2.185 20.31.2.186 jp-1 20.44.169.64 20.44.169.65 20.44.169.66 uk-1 51.142.213.244 51.142.213.245 51.142.213.246 us-2 20.99.152.112 20.99.152.113  For:A full list of Celonis IP as origin addresses for eu-2, jp-1, uk-1 and us-2, see Celonis IPs as origin. Information about subsequent steps, see Action require after 2025-09-17. DATA INTEGRATION Zero-copy connectivity with Microsoft Fabric [Public Preview] You can now establish zero-copy connectivity between your Microsoft Fabric enterprise data lake and the Celonis Platform, allowing you to share data between the platforms with zero latency. This means that any updates in your data lake are automatically shared to your Celonis data pool.The benefits of this connection include:Enables you to mirror your Microsoft Fabric data to Celonis via a zero-copy integration. Embeds Celonis as a native workload within your Microsoft Fabric environment. Secures your data as it remains in its original location, preserving your data governance.To learn more about connecting to your Microsoft Fabric account, see: Microsoft Fabric.MACHINE LEARNING Updated user interface for the Machine Learning Workbench  The user interface for the Machine Learning Workbench (MLWB) is being updated with a cleaner and more modern look that is more aligned with the rest of the Celonis platform. This new interface does not provide any additional functionality, so it will not change how users interact with their existing workbenches, but this update will make it easier for Celonis to release new MLWB features in the future. This new interface will be applied to all existing workbenches automatically, however, users will still be able to access the previous interface by clicking the Back to the old UI link in the upper right corner. Users can then click the Go to the new UI link in the older interface to return to the updated version. PI GRAPH Run multiple data jobs for different perspectives You can now run multiple object-centric data jobs in parallel for different perspectives. If there are overlaps in your required objects or events, the respective transformation will be queued to avoid read-write conflicts.In this example, a 'Sales Order' object is being used in both the Accounts Receivable (AR) and Order Management (OM) processes. These data jobs are scheduled to run at the same time:When you check the transformation logs, you can then seen that the OM task is queued while the AR task runs. Once the AR task has finished running, the OM automatically executes:For more information, see: Creating custom transformations. PI GRAPH Transformation enhancements  We've made a number of enhancements to our Objects & Events transformations, including the following:Running arbitrary SQL: You can now run any SQL in the SQL editor, regardless of whether the ID column in populated. This enables you to write directly in the SQL editor, rather than returning to the Data Integration area to write a query. Script errors now highlighted: When running a transformation, script errors are now highlighted. A warning message is displaying which details the missing objects, lines, and columns, making it easier for you to locate and correct issues. Select perspectives when manually running data jobs: When executing an object-centric data jobs manually, you can now select the relevant perspective(s). The relevant transformations for this perspective are then run automatically. Duplicate primary key errors: Rather than waiting until the end of the pipeline for the data model load, duplicate primary keys now cause an error directly within the transformations. Dynamic sizing of information in transformations editor: You can now dynamically view relevant information such as the Data Source schema explorer without the need to expand/shrink panels. This reduces the number of clicks needed, significantly saving you time.For more information about modelling your objects and events, see: Creating custom transformations. PI GRAPH Upgrades to the import from table process  The Import from table process in the Objects and Events module has been updated with the following changes: When importing from a table, users can now create relationships between objects being imported and existing object types. Previously, relationships could only be created with other object types being imported. With this upgrade, the Target dropdown on the Create object to object relationship screen now includes “Existing Object Types” in addition to the objects being imported. Selecting one of these options allows users to create a relationship between an object being imported and those existing object types. If the user selects the foreign key from the source object, the transformation will still be created automatically when selecting an existing object type as the target. When creating an object type by importing from a table, users will now receive the Import from table prompt to choose their data source and begin the import process. Previously, users would see a blank screen and had to click the Import button again to begin the import process. This new prompt simplifies the import process and guides users through selecting their data source, choosing the tables to import and mapping the table columns. The process for creating new object types has been modified so that valid transformations will be enabled by default. When the new object type is created, the transformations will be validated automatically and set to “enabled” by default. The discard changes dialog has been updated for clarity. This dialog now reads “You have unfinished work” to communicate that the import process has not been completed. This dialog is only displayed if the tables have been selected and the user clicks the “Cancel” link. If the user clicks “Cancel” before selecting tables, the dialog will not be displayed and the user will return to the Objects screen. PROCESS ADHERENCE MANAGER Support added for dynamically-generated or relabelled events and case-centric data models  Process Adherence Manager now supports dynamically-generated or relabelled events, allowing you to specify the granularity of your process by adding attributes to existing event types. This means you don't need to know all the event types you'll need when you start creating your model; instead you can simply and flexibly add them as required.You can define dynamically-generated or relabelled events in the following ways:In the Object and Event Log Builder. In the Knowledge Model event log definition using PQL.You can also rename dynamically-generated or relabelled events in the PQL Editor.We’ve also added support for case-centric data models, meaning Process Adherence Manager now works for both object-centric and case-centric data models.To support these enhancements, provide better alignment with Studio and give a more consistent experience across the Celonis Platform, we've also made the following changes:Lead event logs are no longer used in Model Miner.  Dedicated event tables are no longer created for each event type; instead all event logs are added to a single Process Adherence Manager event table. When exploring deviations, data coverage now shows the percentage of all cases across all involved event logs (weighted average). We’ve removed the event/event log filter to improve consistency with Views.STUDIO Copying filters between Views [Private Preview] Any filters you set in a View can now also be copied into other Views within your Celonis Platform team, saving you from manually configuring them each time. Copied filters are saved on a clipboard for 10 minutes, with a prompt for you to apply the filter when you open subsequent Views. To learn more about copying filters between Studio Views, see: Copying filters between Views.During a Private Preview, only customers who have agreed to our Private Preview usage agreements can access this feature. Additionally, the features documented here are subject to change and / or cancellation, so they may not be available to all users in future.For more information about our Private Preview releases, including the level of Support offered with them, see: Feature release types. STUDIO Custom KPI Groups in Process Explorer and Variant Explorer  A new feature has been added to both Process Explorer and Variant Explorer which enables analysts to create groups of custom process KPIs that can be displayed in the process graph. Analyst users can create a KPI Group by selecting existing process-related KPIs or defining their own KPIs using the visual editor. The analyst can then share these KPI Groups with their end users who will be able to display these KPI Groups in the process graph of their Process Explorer or Variant Explorer. KPI Groups can be created for both case-centric (single event log, multi-event log) and object-centric process exploration components.NoteCustom KPI Groups are only available in Studio Views. For components created in Legacy Views, KPIs are still defined using YAML in the Knowledge Model.The new built-in visual editor allows users to create KPIs without advanced YAML skills and speeds up the creation process for new KPIs. Users are able to define KPIs directly in Studio without having to switch to the Knowledge Model or perform manual coding.Both KPI Groups and the individual KPIs within those groups are created and stored in a Knowledge Model. As a result, if a change is made to an individual KPI, that change is automatically updated in any KPI Groups to which that KPI was added.For more information see Custom KPI Groups in Process Explorer and Custom KPI Groups in Variant Explorer. STUDIO Updated Python tool for Process Copilots  The Python tool in Process Copilots is designed to allow ad-hoc Python code executions. With this launch, we’re releasing a visual editor for the Python tool and allowing users to customize the tool. This editor can be added to the configuration settings of a Process Copilot as a tool to utilize both of these configuration methods.In the Intelligent Configuration, the Large Language Model (LLM) generates Python code based on the questions users ask to this Process Copilot. For Process Copilots utilizing the Intelligent Configuration, the Python code is generated ad-hoc as questions are asked. In the Intelligent Configuration, to run Python code, the LLM needs a dataset on which to run the code. To provide the Python tool with an available dataset, you need to have at least one data retrieval tool activated (get_data, pql_tool, get_process_data - depending on the use case). In the Custom Configuration you can manually define the dataset to run the Python code on. Users can then enter their Python code in an editable interface which will work dynamically to expand the code as it is written. This interface also allows users to define which inputs can be used as variables or parameters by end users when asking questions in the chat. Users can also use the built-in code assistant to create their Python code using natural language commands to describe the use for this code.For more information, see Tool Activation.

Changes to Data Integration, Studio, + more

Changes to Data Integration, Studio, + more

DATA INTEGRATION Changes to Celonis IP addresses (eu-2, jp-1, uk-1, us-2)  DATA INTEGRATION Public Preview: Zero-copy connectivity with Microsoft Fabric  PROCESS ADHERENCE MANAGER Support added for dynamically-generated or relabelled events and case-centric data models  STUDIO Copying filters between Views  STUDIO Custom KPI Groups in Process Explorer and Variant Explorer now in General Availability  STUDIO Updated Python tool for Process Copilots  PI Graph Run multiple data jobs for different perspectives  PI Graph  Transformation enhancements  ADMIN & SETTINGS AI Settings adding new deployment option and additional usage details Celonis:NEXTDuring our recent Celonis:NEXT event we shared new product features including Platform enhancements, Studio updates and powerful new AI capabilities. All designed to help you optimize processes and unlock even greater business value. The on-demand recording is now available along with a recap blog. Interested in digging deeper into the announcements? We have two upcoming webinars just for you: Build the Next-generation of AI Agents - June 18th Introducing Orchestration Engine - June 25th Keep track of Celonis platform changes:Explore Planned Releases Subscribe to our bi-weekly email for a summary of what’s changed ​​​​​​ Sign up separately for platform status alerts. DATA INTEGRATION Changes to Celonis IP addresses (eu-2, jp-1, uk-1, us-2)  We’ve added Celonis IP as origin addresses for eu-2, jp-1, uk-1 and us-2. If you have IP allowlisting configured for Celonis-originating traffic, you must add the following IP addresses to avoid connectivity issues with cloud databases and/or on-premises services: Realm IPs to be added eu-2 20.31.2.184 20.31.2.185 20.31.2.186 jp-1 20.44.169.64 20.44.169.65 20.44.169.66 uk-1 51.142.213.244 51.142.213.245 51.142.213.246 us-2 20.99.152.112 20.99.152.113  For:A full list of Celonis IP as origin addresses for eu-2, jp-1, uk-1 and us-2, see Celonis IPs as origin. Information about subsequent steps, see Action require after 2025-09-17. DATA INTEGRATION Public Preview: Zero-copy connectivity with Microsoft Fabric  You can now establish zero-copy connectivity between your Microsoft Fabric enterprise data lake and the Celonis Platform, allowing you to share data between the platforms with zero latency. This means that any updates in your data lake are automatically shared to your Celonis data pool.The benefits of this connection include:Enables you to mirror your Microsoft Fabric data to Celonis via a zero-copy integration. Embeds Celonis as a native workload within your Microsoft Fabric environment. Secures your data as it remains in its original location, preserving your data governance.To learn more about connecting to your Microsoft Fabric account, see: Microsoft Fabric. PROCESS ADHERENCE MANAGER Support added for dynamically-generated or relabelled events and case-centric data models  Process Adherence Manager now supports dynamically-generated or relabelled events, allowing you to specify the granularity of your process by adding attributes to existing event types. This means you don't need to know all the event types you'll need when you start creating your model; instead you can simply and flexibly add them as required.You can define dynamically-generated or relabelled events in the following ways:In the Object and Event Log Builder. In the Knowledge Model event log definition using PQL.You can also rename dynamically-generated or relabelled events in the PQL Editor.We’ve also added support for case-centric data models, meaning Process Adherence Manager now works for both object-centric and case-centric data models.To support these enhancements, provide better alignment with Studio and give a more consistent experience across the Celonis Platform, we've also made the following changes:Lead event logs are no longer used in Model Miner.  Dedicated event tables are no longer created for each event type; instead all event logs are added to a single Process Adherence Manager event table. When exploring deviations, data coverage now shows the percentage of all cases across all involved event logs (weighted average). We’ve removed the event/event log filter to improve consistency with Views. STUDIO Copying filters between Views This feature is currently available as a Private Preview only During a Private Preview, only customers who have agreed to our Private Preview usage agreements can access this feature. Additionally, the features documented here are subject to change and / or cancellation, so they may not be available to all users in future.For more information about our Private Preview releases, including the level of Support offered with them, see: Feature release types.Any filters you set in a View can now also be copied into other Views within your Celonis Platform team, saving you from manually configuring them each time. Copied filters are saved on a clipboard for 10 minutes, with a prompt for you to apply the filter when you open subsequent Views.To learn more about copying filters between Studio Views, see: Copying filters between Views. STUDIO Custom KPI Groups in Process Explorer and Variant Explorer now in General Availability  A new feature has been added to both Process Explorer and Variant Explorer which enables analysts to create groups of custom process KPIs that can be displayed in the process graph. Analyst users can create a KPI Group by selecting existing process-related KPIs or defining their own KPIs using the visual editor. The analyst can then share these KPI Groups with their end users who will be able to display these KPI Groups in the process graph of their Process Explorer or Variant Explorer. KPI Groups can be created for both case-centric (single event log, multi-event log) and object-centric process exploration components.NoteCustom KPI Groups are only available in Studio Views. For components created in Legacy Views, KPIs are still defined using YAML in the Knowledge Model.The new built-in visual editor allows users to create KPIs without advanced YAML skills and speeds up the creation process for new KPIs. Users are able to define KPIs directly in Studio without having to switch to the Knowledge Model or perform manual coding.Both KPI Groups and the individual KPIs within those groups are created and stored in a Knowledge Model. As a result, if a change is made to an individual KPI, that change is automatically updated in any KPI Groups to which that KPI was added.For more information see Custom KPI Groups in Process Explorer and Custom KPI Groups in Variant Explorer. STUDIO Updated Python tool for Process Copilots  The Python tool in Process Copilots is designed to allow ad-hoc Python code executions. With this launch, we’re releasing a visual editor for the Python tool and allowing users to customize the tool. This editor can be added to the configuration settings of a Process Copilot as a tool to utilize both of these configuration methods.In the Intelligent Configuration, the Large Language Model (LLM) generates Python code based on the questions users ask to this Process Copilot. For Process Copilots utilizing the Intelligent Configuration, the Python code is generated ad-hoc as questions are asked. In the Intelligent Configuration, to run Python code, the LLM needs a dataset on which to run the code. To provide the Python tool with an available dataset, you need to have at least one data retrieval tool activated (get_data, pql_tool, get_process_data - depending on the use case).In the Custom Configuration you can manually define the dataset to run the Python code on. Users can then enter their Python code in an editable interface which will work dynamically to expand the code as it is written. This interface also allows users to define which inputs can be used as variables or parameters by end users when asking questions in the chat. Users can also use the built-in code assistant to create their Python code using natural language commands to describe the use for this code.For more information, see Tool Activation. PI Graph Run multiple data jobs for different perspectives  You can now run multiple object-centric data jobs in parallel for different perspectives. If there are overlaps in your required objects or events, the respective transformation will be queued to avoid read-write conflicts.In this example, a 'Sales Order' object is being used in both the Accounts Receivable (AR) and Order Management (OM) processes. These data jobs are scheduled to run at the same time:When you check the transformation logs, you can then seen that the OM task is queued while the AR task runs. Once the AR task has finished running, the OM automatically executes:For more information, see: Creating custom transformations. PI Graph  Transformation enhancements  We've made a number of enhancements to our Objects & Events transformations, including the following:Running arbitrary SQL: You can now run any SQL in the SQL editor, regardless of whether the ID column in populated. This enables you to write directly in the SQL editor, rather than returning to the Data Integration area to write a query. Script errors now highlighted: When running a transformation, script errors are now highlighted. A warning message is displaying which details the missing objects, lines, and columns, making it easier for you to locate and correct issues. Select perspectives when manually running data jobs: When executing an object-centric data jobs manually, you can now select the relevant perspective(s). The relevant transformations for this perspective are then run automatically. Duplicate primary key errors: Rather than waiting until the end of the pipeline for the data model load, duplicate primary keys now cause an error directly within the transformations. Dynamic sizing of information in transformations editor: You can now dynamically view relevant information such as the Data Source schema explorer without the need to expand/shrink panels. This reduces the number of clicks needed, significantly saving you time.For more information about modeling your objects and events, see: Creating custom transformations. ADMIN & SETTINGS AI Settings adding new deployment option and additional usage details  The AI Settings page in Admin & Settings is being updated to include a new option for Large Language Model (LLM) deployments and provide Admins more insight into the AI assets being used by their team. These new features will provide Admins with an additional option for their AI services, as well as providing both more insight into where their assets are being used and more control over the AI Output consumption.Admins will be able to configure the Bring your own Model (BYOM) option to connect self-hosted LLMs on Azure, AWS and OpenAI compliant environments to their Celonis teams. This feature allows Admins to reuse their existing LLM deployments in Celonis. Users can also see the specifics of their AI consumption in the Consumption Details screen by clicking the “See consumption details” in the upper right of the AI Settings screen. From this screen, users can see the total number of outputs being consumed by each Service Provider, as well as a more detailed breakdown of each AI product in the Consumers table, including the assigned LLM, when the product was last used, and the number of outputs consumed. The new AI Assets in Studio tab provides a detailed breakdown of the team’s AI Assets, such as Annotation Builders and Process Copilots, that are currently in use. From this tab, Admins can see where each AI asset is being used, the type of asset, the LLM assigned, and the service provider. Admins can also use the toggle switch to disable individual assets and pause their AI Output consumption. For more information, see AI Settings.

Changes to Studio, PI Graph + more

Changes to Studio, PI Graph + more

STUDIO Hide events in Process Explorer  STUDIO Create custom KPI Groups in Process Explorer and Variant Explorer  PI Graph Object & Events enhancements  ADMIN & SETTINGS CPM Login page refreshCELONIS NextHear directly about the latest new features and benefits LIVE on ​Tuesday, May 13, 2025 at 11:00 AM Eastern Daylight Time (5:00 PM Central European Time) where we’ll share Process Intelligence Platform enhancements, powerful new AI capabilities & new ways to get value from your processes faster.Register now!Useful links:Explore Planned Releases Subscribe to our bi-weekly email for a summary of what’s changed ​​​​​​ Sign up separately for platform status alerts.  STUDIO Hide events in Process Explorer  Process Explorer is adding a menu for users to control the list of events and activities displayed in their process graph by hiding any specified activities that the user is not currently interested in. For example, users can hide an activity that occurs in all cases or activities that are generated automatically as part of the workflow. By hiding these activities, the user can focus on the activities they are most interested in.NoteThis feature is only accessible in Process Explorer when using sliders to control the process graph and will not be available when using the panel.The menu is displayed in the upper right of the Process Explorer and shows both the total number of activities and the number of activities currently selected, such as 17 of 21 events in the multi-object screenshot below. After clicking to expand the menu, users can select the check boxes to indicate which activities to include in the process graph. Removing the check mark will cause an activity to be hidden. Activities menu - case centric Events menu - multi-object Once all activities have been selected, click Update to apply the changes and refresh the process graph. The totals and KPIs on the process graph are updated based on the selected activities. The global sliders are also updated to reflect the total number of available activities based on the menu selections.NoteHiding an activity from the process graph does not filter out cases with that activity, it only prevents it from displaying in the graph. The counts in the process graph will be updated when an activity is hidden and are updated again if an activity is added back to the process graph.For more information, see Show / Hide events. STUDIO Create custom KPI Groups in Process Explorer and Variant Explorer  This feature is currently available as a Private Preview onlyDuring a Private Preview, only customers who have agreed to our Private Preview usage agreements can access this feature. Additionally, the features documented here are subject to change and / or cancellation, so they may not be available to all users in future.For more information about our Private Preview releases, including the level of Support offered with them, see: Feature release types.A new feature is being added to both Process Explorer and Variant Explorer which will enable analysts to create groups of custom process KPIs that can be displayed in the process graph. Analyst users can create a KPI Group by selecting existing process-related KPIs or defining their own KPIs using the visual editor. The analyst can then share these KPI Groups with their end users who will be able to display these KPI Groups in the process graph of their Process Explorer or Variant Explorer. KPI Groups can be created for both case-centric (single event log, multi-event log) and object-centric process exploration components.NoteCustom KPI Groups are only available in Studio Views. For components created in Legacy Views, KPIs are still defined using YAML in the Knowledge Model.The new built-in visual editor allows users to create KPIs without advanced YAML skills and speeds up the creation process for new KPIs. Users are able to define KPIs directly in Studio without having to switch to the Knowledge Model or perform manual coding.Both KPI Groups and the individual KPIs within those groups are created and stored in a Knowledge Model. As a result, if a change is made to an individual KPI, that change is automatically updated in any KPI Groups to which that KPI was added.For more information see Custom KPI Groups in Process Explorer and Custom KPI Groups in Variant Explorer. PI Graph Object & Events enhancements  We've made two enhancements to our Objects & Events product area:Object data preview: You can now preview your objects once a transformation has successfully run, giving you a 100 row sample of the data.You can access a data preview while viewing the object by clicking Data preview (or alternatively clicking Options - Data preview for each object). Enhanced integration between Perspectives and Studio: When viewing your perspectives, you can now see the last time the data model loaded and which Studio packages the perspectives are used in. You can also click the data model name to view a preview.For more information about modelling your objects and events, see: Modeling objects and events. CELONIS FOR CONSULTING New project plans released and upgrades to existing plans  With this release, we've added five new project plans to our Celonis for Consulting product area. These new project plans are:Audit: This plan allows for leveraging Celonis to conduct enhanced and faster external audits of clients' quarterly and annual financial statements across core business processes. Blueprint: This plan enables Celonis' process management capabilities for establishing strong governance for compliance, risk reduction, and process standardization. Gain operational visibility, identify improvements, and build standardized, compliant processes to reduce risk and enhance efficiency. Modeling: This plan elevates BPO/AMS engagements with standardized governance using Celonis Process Management (CPM). This ensures sustained compliance and enables BPO process optimization for consistent operations and continuous refinement of processes. Scan: This plan accelerates process optimization using Workforce Productivity (Task Mining). It provides rapid, light-touch analytics to capture work performance and quickly identify improvement areas and develop data-driven business cases for impactful change. Monitor: This plan optimizes BPO/AMS by scaling Workforce Productivity (Task Mining). Gain data-driven insights into outsourced workforce activities to collaboratively identify and implement operational enhancements for increased productivity and margins.We've also significantly upgraded our existing project plans (Discover, Execute, and Operate), introducing new features and enhanced capabilities.For an overview of these plans, head to: Celonis for Consulting. ADMIN & SETTINGS CPM Login page refreshWe've updated the CPM login page to use Celonis branding and logos. All other functionality remains the same.For more information, refer to the documentation.    

Changes to PI Graph, Studio + more

Changes to PI Graph, Studio + more

APPS Platform Adoption Monitor app PI GRAPH Skip simple transformations until data model load  STUDIO Embed external webpages using iframes in Views STUDIO  Create and embed reusable View modules in Studio packages  STUDIO Knowledge Model Link  STUDIO Recently deleted package assets stored for 7 days  STUDIO EXPORT ALL service permissions added STUDIO Chart component accessibility update Keep track of changes:Explore Planned Releases Subscribe to our bi-weekly email for a summary of what’s changed ​​​​​​ Sign up separately for platform status alerts. APPS Platform Adoption Monitor app The Platform Adoption Monitor app is available to download from the Celonis Marketplace. We've created it to improve on the platform adoption dashboard that was only available to admins in Celonis teams (see Platform adoption dashboard). The app includes views for you to track logins, active users, and usage of published Studio packages and apps, like you could with the platform adoption dashboard, but with more statistics and the improved functionality of the new Studio experience. Because it's a Marketplace app, you can give users who aren't admins permission to see the views. You can also edit the views, or create your own platform adoption tracking views based on the case-centric data model supplied with our extractor.To use the app, you'll need to enable the login history and the Studio tracking service in your Celonis team. The app can pseudonymize the identifiers for individual users - check whether your local legislation requires that. For the app documentation, see Platform Adoption Monitor app. PI GRAPH Skip simple transformations until data model load  To reduce the time it takes to run your object-centric transformations, we now skip over any simple transformation scripts that don't include a join or WHERE clause, and aren't new or changed. We can do this for attribute scripts and relationship scripts (though relationship scripts usually will involve a join). We'll comment the skipped transformations out in the data pool, and replace them at publish time with a view that we only load when you load a perspective that uses the object type or event type. If you change the transformation script (or we do as part of an update to the Celonis catalog), we'll make the edits to the view when you republish your transformations.STUDIO Embed external webpages using iframes in Views You can now embed iframes into your Studio Views, allowing you to display both static and dynamic external content within your applications. Static content: An iframe where the URL displayed doesn't change, for example Celonis.com. Static content is the same for all users. Dynamic content: An frames where a placeholder variable is used to determine the URL, often triggered by user inputs (such as entering a value or selecting from a list). This placeholder variable can be combined with other View components, including input boxes, input lists, and input dropdowns so users can dynamically view the iframe content relevant to them. In this dynamic content example, an input dropdown has been configured so the user can select different Celonis.com product pages to display in the frame.To learn more about embedding iframes to your Studio Views, see:  iframes STUDIO  Create and embed reusable View modules in Studio packages View modules are a package asset type that allow you to re-use configured View components across multiple Views within a Studio package. Instead of configuring each View from scratch, you can save time by centrally managing and then embedding a module to your View. And by editing a View module, all embedded instances of that module are automatically updated too. STUDIO Knowledge Model Link  The Knowledge Model Link in the PQL editor has been enhanced, enabling consistent naming and descriptions for your calculations across the Celonis Platform.Included in the Knowledge Model Link enhancements are:Read-only mode removed: You can now edit the content within the PQL editor, removing the previous link. Automatic re-linking: When reverting any edits you've made, the Knowledge Model Link automatically reappears. Auto-generated attributes supported: If an attribute is auto-generated, the Knowledge Model Link is now available. Component level overwrites: You can now change the display name, format, and unit for a component without losing the rest of the metadata.For more information about using the PQL editor, see: PQL editor.STUDIO Recently deleted package assets stored for 7 days Deleted package assets, such as Views and Knowledge Models, are now stored for 7 days in the Recently deleted area of your package settings. Deleted assets can then be restored individually, returning them to the list of active assets in the package.After 7 days, recently deleted assets are then permanently deleted and can't be recovered or restored.For more information about managing packages and package settings, see: Settings. STUDIO EXPORT ALL service permissions added We've introduced an enhancement to our Studio service permissions that gives admins granular control over exporting content (i.e. packages, assets) to other teams. The EXPORT ALL permission, managed from the Permissions area of Admin & Settings, gives users the following abilities:Copy-To: The user can utilize the exporting functionalities copy-to to export package and asset configurations to other teams (i.e. instances).This feature can be accessed from within Studio by clicking Options - Copy to: Content-cli: The user can utilize the content-cli to export package and asset configurations.Currently, users with EDIT permissions can export content without restrictions. When this feature is introduced, these users will receive EXPORT_ALL permission by default to reflect their current capabilities, so they won’t be affected by the migration. We recommend reviewing which users shouldn't be able to export content outside of their teams, and to proactively remove the EXPORT_ALL permission.The EXPORT_ALL permission requires users to have EDIT permission to ensure proper access, without it, the content won’t be visible.For more information about Studio service permissions, see: Studio service permissions. STUDIO Chart component accessibility update  To improve our component accessibility and ensure sufficient contrast in data visualizations, we’ve introduced automatic mark borders on Studio charts. This change adds a darker border around light-colored marks to improve visibility and meet contrast ratio guidelines. The update helps all users—especially those with visual impairments— better interpret and gain insights from their data.This improvement is part of our ongoing commitment to inclusive design and accessibility best practices.To learn more about creating and configuring charts in your Studio Views, see: Charts. 

Updates to Studio, PI Graph + more

Updates to Studio, PI Graph + more

APPS Platform Adoption Monitor app PI GRAPH Skip simple transformations until data model load  STUDIO Embedding external webpages using iframes in Views STUDIO  Create and embed reusable View modules in Studio packages  STUDIO Knowledge Model Link  STUDIO Recently deleted package assets stored for 7 days  STUDIO EXPORT ALL service permissions added STUDIO Chart component accessibility update Keep track of changes:Explore Planned Releases Subscribe to our bi-weekly email for a summary of what’s changed ​​​​​​ Sign up separately for platform status alerts. APPS Platform Adoption Monitor app The Platform Adoption Monitor app is available to download from the Celonis Marketplace. We've created it to improve on the platform adoption dashboard that was only available to admins in Celonis teams (see Platform adoption dashboard). The app includes views for you to track logins, active users, and usage of published Studio packages and apps, like you could with the platform adoption dashboard, but with more statistics and the improved functionality of the new Studio experience. Because it's a Marketplace app, you can give users who aren't admins permission to see the views. You can also edit the views, or create your own platform adoption tracking views based on the case-centric data model supplied with our extractor.To use the app, you'll need to enable the login history and the Studio tracking service in your Celonis team. The app can pseudonymize the identifiers for individual users - check whether your local legislation requires that. For the app documentation, see Platform Adoption Monitor app. PI GRAPH Skip simple transformations until data model load  To reduce the time it takes to run your object-centric transformations, we now skip over any simple transformation scripts that don't include a join or WHERE clause, and aren't new or changed. We can do this for attribute scripts and relationship scripts (though relationship scripts usually will involve a join). We'll comment the skipped transformations out in the data pool, and replace them at publish time with a view that we only load when you load a perspective that uses the object type or event type. If you change the transformation script (or we do as part of an update to the Celonis catalog), we'll make the edits to the view when you republish your transformations.STUDIO Embed external webpages using iframes in Views You can now embed iframes into your Studio Views, allowing you to display both static and dynamic external content within your applications. Static content: An iframe where the URL displayed doesn't change, for example Celonis.com. Static content is the same for all users. Dynamic content: An frames where a placeholder variable is used to determine the URL, often triggered by user inputs (such as entering a value or selecting from a list). This placeholder variable can be combined with other View components, including input boxes, input lists, and input dropdowns so users can dynamically view the iframe content relevant to them. In this dynamic content example, an input dropdown has been configured so the user can select different Celonis.com product pages to display in the frame.To learn more about embedding iframes to your Studio Views, see:  iframes STUDIO  Create and embed reusable View modules in Studio packages View modules are a package asset type that allow you to re-use configured View components across multiple Views within a Studio package. Instead of configuring each View from scratch, you can save time by centrally managing and then embedding a module to your View. And by editing a View module, all embedded instances of that module are automatically updated too. STUDIO Knowledge Model Link  The Knowledge Model Link in the PQL editor has been enhanced, enabling consistent naming and descriptions for your calculations across the Celonis Platform.Included in the Knowledge Model Link enhancements are:Read-only mode removed: You can now edit the content within the PQL editor, removing the previous link. Automatic re-linking: When reverting any edits you've made, the Knowledge Model Link automatically reappears. Auto-generated attributes supported: If an attribute is auto-generated, the Knowledge Model Link is now available. Component level overwrites: You can now change the display name, format, and unit for a component without losing the rest of the metadata.For more information about using the PQL editor, see: PQL editor.STUDIO Recently deleted package assets stored for 7 days Deleted package assets, such as Views and Knowledge Models, are now stored for 7 days in the Recently deleted area of your package settings. Deleted assets can then be restored individually, returning them to the list of active assets in the package.After 7 days, recently deleted assets are then permanently deleted and can't be recovered or restored.For more information about managing packages and package settings, see: Settings. STUDIO EXPORT ALL service permissions added We've introduced an enhancement to our Studio service permissions that gives admins granular control over exporting content (i.e. packages, assets) to other teams. The EXPORT ALL permission, managed from the Permissions area of Admin & Settings, gives users the following abilities:Copy-To: The user can utilize the exporting functionalities copy-to to export package and asset configurations to other teams (i.e. instances).This feature can be accessed from within Studio by clicking Options - Copy to: Content-cli: The user can utilize the content-cli to export package and asset configurations.Currently, users with EDIT permissions can export content without restrictions. When this feature is introduced, these users will receive EXPORT_ALL permission by default to reflect their current capabilities, so they won’t be affected by the migration. We recommend reviewing which users shouldn't be able to export content outside of their teams, and to proactively remove the EXPORT_ALL permission.The EXPORT_ALL permission requires users to have EDIT permission to ensure proper access, without it, the content won’t be visible.For more information about Studio service permissions, see: Studio service permissions. STUDIO Chart component accessibility update  To improve our component accessibility and ensure sufficient contrast in data visualizations, we’ve introduced automatic mark borders on Studio charts. This change adds a darker border around light-colored marks to improve visibility and meet contrast ratio guidelines. The update helps all users—especially those with visual impairments— better interpret and gain insights from their data.This improvement is part of our ongoing commitment to inclusive design and accessibility best practices.To learn more about creating and configuring charts in your Studio Views, see: Charts.