What's new?

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New and updated features

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Cognite Data Fusion

• In Charts, visualize activities alongside time series data to correlate operational events with sensor readings. Activities appear as vertical bars in the chart. This helps you understand how maintenance work, inspections, or production events relate to your time series behavior.
• In Search, you’ll find these improvements:
  • Switch between categories on the instance page. Data modeling instances can be available in more than one category. You can now switch between these categories on the instance page - a category dropdown in the top right. This applies only to data modeling instances, not asset-centric data.
  • Find words in PDF files directly from the file viewer. Enter a search word to highlight all matches in the document and navigate through the results.
  • Upload files directly in Search. The upload option is available after your admin sets the space for file uploads in Admin> Project settings > Locations > Configure > Space for file upload. Only one space can be set per location. Once you upload files, they may take a moment to appear. Upload is available only for data modeling views.
  • Improved browsing experience. Browse up to 1000 instances without a specific search request.
• Smarter search results for projects on CDM (core data model)(beta):
  General availability in April 2026. Contact your Cognite account representative to join the beta.
  • Previously, more detailed queries returned broader, less relevant results because the search didn’t require all terms to match. For example, searching for part of an industrial tag often missed the match. Now, all terms in your query must match for a result to appear, so adding more detail to your search gives you fewer, more accurate results.
  • Search also recognizes industrial tag structures and supports partial matching. For example, searching A120 finds FT015_A120:4. Learn more about smarter search results and search operators.
  • Projects with Japanese character support already have similar functionality and will not see additional value from these improvements.
• In 3D, you’ll find these improvements:
  • View and open 3D scenes and models in 3D preview for the selected location. If you select multiple locations and the asset is linked to models in scenes for those locations, the dropdown shows all matching scenes. By default, 360° images are shown first, followed by CAD and point cloud models.
  • In the 3D view, 3D layers have been replaced with a tree view that gives you more control over your scene content.
  • In 3D, browser caching of 3D data improves loading when you revisit 3D models and optimizes point cloud rendering and 360° collection loading using less bandwidth.
• In Canvas, you’ll find these improvements:
  • Asset cards now show user-friendly names for all item types. Previously, non-asset items showed technical identifiers instead of their name on the property card.
  • Improved view selection for data added from diagrams. When you add data to Canvas from a diagram, Canvas now automatically selects the most appropriate view for it.
  • Improved performance and stability. Optimized resource cleanup and improved memory usage to reduce load times by 50% for a smoother experience when working with canvases.

• In 3D, you can now upload and configure a minimap to track your location and navigate large scenes.
• In Data workflows, you’ll find these improvements:
  • Receive email notifications for workflow execution failures, timeouts, and trigger failures. Admins can set up notifications for others, and users can set up notifications for themselves. Notifications automatically include failures from any service supported in workflows, such as functions and simulators. (beta)
  • Automate workflow execution with records event triggers to process changes to records from a selected stream. (beta)
  • On the Overview page, you’ll find additional columns for Last run and Run status to help you monitor workflow performance at a glance.
  • The Run details panel includes extended information, such as failed trigger attempts and detailed execution logs. Use the new Filter button to quickly find relevant information.
  • Control the maximum concurrent runs for each data workflow to ensure predictable, consistent data processing using the new concurrent run limit setting in Workflow details.
• The Diagram parsing tool and Tag detection feature are now generally available. Full diagram parsing, where CDF automatically detects symbols, lines, and builds a data model for diagram content, remains in beta.

• In Document parsing, use the new confidence score option in the user interface to assess the reliability of extracted data and identify fields that may need manual review. (private beta)
• In Transformations, select More metrics to view complete run history with additional performance insights.
• The Simulator user interface is now feature-compatible with the Simulator APIs. (beta)

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Atlas AI

• Configure agent-level access control to grant read, write, and run permissions for specific agents and control which agents your team can see. Collaborate with your team to maintain and update the same agents in your group.
• Access your conversation history to review and continue previous conversations. Build on previous results from saved conversations to make more confident decisions. (beta)

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InField

• When you add labels to templates, they automatically apply to all checklists generated from them and their tasks, ensuring consistent organization and filtering without manual re-labeling.
• We’re continuing to migrate InField to the core data model (CDM) infrastructure for better data integration and consistency across the platform. This release introduces a core version of InField with essential checklist and template functionality. Note that this version does not yet have full feature parity with asset-centric or hybrid data models. Contact your Cognite account representative for a full list of supported functionality.

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Deprecated and retired features

• We’re deprecating Image and video management in the Data management workspace, including the map view, annotation tool, and video streaming and viewing. Your image and video files in CDF aren’t affected and remain accessible through the Cognite API and Data explorer. During the deprecation period, we’ll add image and video workflow support in core tools such as Data explorer and Canvas.
• We’re deprecating the Cognite Vision API, including text detection, asset tag detection, human detection, PPE detection, industrial object detection, and gauge reading. The API remains operational during the deprecation period but will not receive new features. If you call the Vision API directly, migrate custom scripts or integrations before the retirement date. If you use 3D 360-image contextualization, no action is required — the backend transition is handled automatically.

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Cognite API updates

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New and updated features

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Cognite Data Fusion

• In Search, we’ve made these improvements:
  • The first time you search for data, you’re prompted to select a location filter. Users who haven’t selected a location filter, must choose between the system default (not limited by location) and data filtered to selected locations.
  • View more instances at once with the improved table view. Tables are more compact, and scrolling within the table keeps column headers, filters, and view options visible.
  • Switch to grid view when viewing data modeling files.
  • Click an annotation to automatically zoom to its location in the file. Selected annotations highlight for easier identification.
  • URLs in any property or metadata field appear as clickable links, including in list views, tables, and widgets.
  • The annotation panel in preview mode is hidden by default to maximize document viewing space.
• The 3D view has a new option for automatic diameter measurements under the Measurements tool, and you can save default settings for your scenes. These settings persist across sessions.
• In Canvas, we’ve improved the connection line display logic. When document annotations point to the same destination document, their lines are merged into a single line between the documents. Connection lines are angled at 90 degrees and route around other documents and elements on the canvas instead of overlaying them, making the canvas more readable. When you hover over a connection line, it highlights, and other lines fade.

• In Data workflows, we’ve made these improvements:
  • Validate your workflow definitions before you publish. Select the On-demand validation button to check for errors, or let the system validate automatically when you publish. Any errors appear in the user interface with details about the location and error type.
  • View workflow triggers as canvas nodes to see your complete workflow. Select a scheduled trigger to pause or resume it.
• In Transformations, the run history displays a No operations metric (no-op) for data model write jobs. The metric counts write operations skipped because identical data already exists in CDF. Use this insight to implement more incremental data loads and improve performance.
• The annotation management in Diagram parsing for data modeling is split between the new Tag detection and Merge tabs. Tag detection is focused on annotation review. Verify or reject file and asset annotations individually or in bulk across multi-page files, with annotation counts displayed for quick workload insights. Annotations can now reference extended CogniteAsset or CogniteFile end nodes, expanding integration capabilities beyond standard CDM instances. Use Merge to merge tags with symbols. (beta)
• To help you locate properties in Document parsing, the parsed property highlights in the document when you select the property in the sidebar. Under Node ID, select the space to store the extraction result.
• Simulator connectors now handle large-scale production optimization routines with thousands of parameters. Enterprise customers can run comprehensive multi-well optimization scenarios and complex simulation commands without technical limitations. (beta)
• 3D now supports projects with both asset-centric and core data model assets. New API endpoints enable contextualization and use of 3D models for both asset types. (beta)
• In 3D, you can upload equirectangular 360° images to CDF and the system automatically converts them into cube map images.

• Evaluate agents to verify they respond as expected. Create test cases with prompts and expected responses, run evaluations, and review results to understand performance and identify improvements. (beta)
• Define static filters and properties for the Query Knowledge Graph tool to control how agents query data. Configure which filters and properties the tool uses to help your agent retrieve consistent and relevant results.

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InField

• Access new Schedules functionality (beta):
  • Move Planned checklists to the Ready state and send them to work before the schedule. Select multiple checklists by holding Shift and clicking the first and last checkboxes to include all checklists in the range between.
  • Select a Planned checklist to review the tasks details before starting work. Move the checklist to Ready to start work and update the tasks.
• Tree view for asset search in observations. Find an asset by its name in the search field or open a tree view to see the asset hierarchy. Currently available on APM only.
• Add labels to templates as a template admin to organize and filter templates.
• Compare trends on desktop to analyze similar equipment or dependent processes. Currently available on APM only.
• Select a date range on mobile to view checklists for the past 7 days, with the most recent date at the top.
• The Observations functionality is now supported on CDM (Core Data Model).

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Deprecated and retired features

• Starting January 1, 2026, we are moving the Set threshold rules feature in Canvas from public to private beta to address technical improvements and ensure its long-term reliability. The change will not affect existing users who have previously enabled and used the feature. It will be unavailable for new and existing users who are not in the private beta program.
• We’re deprecating the current backend for Cognite Functions on Azure. A new backend is now in production, and all functions deployed from now on will automatically use the new backend. Existing functions will continue to run on the current backend, but to benefit from improved performance and future updates, you need to redeploy your functions. We won’t automatically migrate existing functions.

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Cognite API updates

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New and updated features

• Chat to Atlas AI agents to find data in a chart or on a canvas. Select Atlas from the topbar to start chatting. Atlas AI features require a separate license from your standard CDF subscription. To enable Atlas AI functionality for your organization, contact your Cognite representative or fill out this form.
• On Canvas, you can:
  • View live data on charts. Select Toggle live mode from the menubar above the chart. (beta)
  • You can adjust the number of digits (a maximum of 3) after the decimal point by selecting an item with numerical values and clicking Adjust fractional digits from the menubar when you view time series as values.
  • Upload and view multiple tagged image file format files (.tiff) to a canvas. Before, you could only see the first page in .tiff files.
  • The cloud shape is a separate item under Shape on the canvas toolbar.
• In the 3D view, you’ll find new options for horizontal cylinder measurements and coordinate measurements under the Measurement tool.

• In Diagram parsing, you can narrow down detection parameters for assets and files to a subset within a location filter, enable partial matching of entities in the diagrams, and set the minimum number of tokens that each detected item must match the detected entity. You can also move and resize annotation boxes using Edit mode to realign boxes when a tag position shifts in a new file version. (beta)
• In 3D, a new feature automatically detects text in 360° images for CDF projects using the core data model. The feature creates annotations around detected text that you can link to assets.
• A new Power BI app for visualizing 3D CAD models is now available in Microsoft AppSource.
• For the GAP connector, you can manage simulator models either in a single bundle mode (.gar files) or in an external dependencies mode (.zip files).
• The Cognite DB extractor now loads files and time series into the core data model. The data-model configuration section parameters specify the target space, and the destination-mode flag controls the ingestion path.
• The Cognite Orbit extractor (beta) helps you get robot data collected from the Boston Dynamics Orbit fleet management system into CDF. This extractor is packaged as a Docker image and has two variants:
  • Orbit Classic: Uploads data as files directly into data modeling for integration into your custom data models.
  • Orbit DM: Uploads data as files directly into a data model with minimal metadata. This requires an existing data model.
• The Power BI connector (REST API) has reached general availability (GA).
• Cognite Functions policies and updates:
  • Function call limits: HTTP status code changes from 400 (Bad Request) to 429 (Too Many Requests) when hitting the 100 concurrent call limit (effective November 1, 2025). Update your error handling accordingly.
  • Project-wide limits: Maximum 250 concurrent running calls per CDF project. Applies immediately for new projects, November 1, 2025 for existing projects. Consider batching or queue management for high-volume scenarios.
  • Call history retention: Starting August 19, 2025, only the last 90 days of function call history will be retained. Back up important history before the retirement date.
  • Azure runtime: To continue using the service, recreate functions created before June 2, 2025 on Microsoft Azure clusters.
• Transformations policies and updates:
  • We’re introducing a retention policy for transformation job history. Starting August 19, 2025, only the most recent 1,000 jobs per transformation will be retained, provided they are not older than 90 days. We recommend backing up any job history you need to retain beyond these limits before the retired date.

• The Atlas AI agent builder, the agent chat interface in Charts and Canvas, and the following tools have reached general availability (GA): Query knowledge graph, Query time series data points, Answer documents questions, and Summarize documents.
• In the agent chat interface in Charts and Canvas, you can switch between different agents within a conversation. Recent conversations are saved when you move between different CDF tools and persist until you start a new conversation.
• We’re introducing access capabilities to build and interact with agents.
• The Agent APIs for programmatically building and interacting with Atlas agents are now in beta state.
• Developers can build and interact with agents programmatically using the Cognite Python SDK. (alpha)
• The template library is extended with these templates:
  • Data scout - Explore data in the knowledge graph.
  • Time series analysis - Analyze time series data.
• The tool library includes these updates:
  • Query knowledge graph is more accurate and supports the new query types Retrieve edge properties on views and Retrieve related data through CogniteDiagramAnnotation edges
  • REST API agent and Run Python code agent are now in beta state. To enhance security, these tools require explicit user confirmation before they run.

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InField

• Checklist and template admins can access the Schedules tab to view what checklists are planned for the current and upcoming weeks, what have already been worked on, or have never been taken into work. The page provides the details of who created the checklist, whether a person or a schedule, assignees, and the checklist status. (beta)
• Always be aware of your work location and change it at the top left of any page or in the profile settings.
• The observations list view changed. The newly created observations are now shown at the top of the page.
• Template filters have been updated to search by assignees and statuses. By default, you’ll see Ready templates assigned to you.
• Schedule templates to generate checklists with yearly recurrences, for example, every 1, 2, 3 years.
• Hover over the calendar icon on your template task to see when the next checklist is created.
• You can view previous values and when they were last recorded when working with numerical readings in checklists.
• Fixed the issue where the checklist task would change the status even if the required text field was left blank.
• Fixed the issue where users couldn’t get back to the checklists list view on mobile.

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Deprecated and retired features

• Data profiling in Charts is deprecated from August 11, 2025, and will be retired from August 11, 2026.
• InRobot is deprecated from the end of December 2025, and will be retired from the end of January 2026.
• Power BI OData connector is deprecated from August 18, 2025, and will be retired from August 15, 2026.

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Cognite API updates

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New and updated features

• In Canvas, you’ll be notified when a resource is added to the canvas from Charts or search.
• If you view time series as values on a canvas, the timestamps now indicate the exact time the time series value is linked to. If you select several time series shown as values, you can set the same time for all and click Enable auto-refresh to see the last updated time series.
• In Charts, you can resize the table columns in the panel below the charts.
• For 3D models, toggle between List view and 3D view in the top bar, or go directly to 3D from the preview card on the search results page.
• The 3D data search now aligns with how you search in other Industrial workspace tools.

• The 3D contextualizing editor can detect text in 360° images. The text is outlined and you can link the text to assets.
• 3D models now support uploading DWG files.
• The Cognite simulator connectors offer additional license handling options. (beta)
• The Data workflows user interface has reached General availability (GA).
• The Cognite DB extractor now supports OAuth2 for Snowflake.

• Admins can set up the default display of data when users search in the Industrial tools workspace. You can set and order properties that’ll show up as default columns. They can also set the order of properties in the Filters list and on the Properties preview card and tab.

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InField

• Access templates in the Ready status on your mobile device. Find the template you want to work on as an assignee and create a checklist from it. You can choose to start the work immediately or go back to the templates list and create more checklists before you proceed to work.
• When you click the Download button on a file, a preview opens in a new tab, where you can study and download the file.
• Select which keyboard to use when entering numerical readings on your mobile device. You’ll find the setting by going to Manage account > Device settings > Mobile.
• It’s easier to set the checklist to Done if you’ve completed all the tasks. If you want to set it to Done before that, use More options (…).
• View previously recorded values when working with numerical readings.
• The APM data model has been upgraded from version 9 to version 10. To ensure compatibility, move external applications to the new version.

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Resolved issues and minor updates

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Cognite Data Fusion

• We’ve removed the default column that combined both name and description in a single cell in the search result table. Instead, we’ve reverted to having separate columns for these properties. This resolves issues related to duplicate name entries in the column selector and incorrect sorting order in the table.
• Fixed an issue where the time series preview in search incorrectly displayed step time series by averaging discrete data points. The time series value now remains the same until a new value appears.
• Fixed an issue where Canvas, Charts, and search would stop responding when loading large amounts of time series.
• Fixed an issue where the Open in canvas element in the Data explorer blocked overlapping annotations in PDF files with diagrams.
• Fixed an issue where the preview of overlapping annotations in engineering diagrams in search displayed external ID instead of name.
• Fixed an issue where time series ingested into the core data model would appear under Default categories.

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InField

• Fixed issues with user initials where they’d show before any changes were made or SF would show in the automatically created checklist.
• Fixed issues with displaying and working with 3D models.
• Fixed an issue where users could create observations without specifying the priority and adding a description when these fields were required.
• Fixed an issue where it was possible to delete media files in the observation after it had been sent.
• Fixed an issue where it was impossible to set all remaining tasks to Done.

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Deprecated and retired features

• Navigate categories and filters using AI in search is deprecated from April 4, 2025 and will be retired from June 4, 2025.

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Cognite API updates

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New and updated features

• Add labels to organize and categorize canvases. Labels are keywords that describe the content on a canvas. You can filter on labels from the canvas overview. (beta)
• Add tables to a canvas from the toolbar. Adjust columns and rows to your preferences and add items from the toolbar to the table.
• Open an AI agent to ask questions about the canvas content or to get help adding data onto the canvas. (early adopter)
• When you select a search result item to view more details, you’ll find both directly and indirectly linked assets on the Assets card and the Assets tab. The Linked assets card is no longer available.

• The CDF Power BI REST connector is now certified by Microsoft. It’s available in the latest Power BI desktop version and deployed in the Power BI online service.
• In Data workflows, we’re introducing a user interface to add workflow tasks, create workflow triggers, edit and view workflow run history, and view or modify workflow versions. (beta). The data modeling events trigger type is now generally available (GA).
• To improve the experience for time series trend analysis, we’ve added two new aggregates: maxDatapoint and minDatapoint in the JSON response. The aggregates return the first instance of the highest or lowest value data points for the time series or the time series interval, with the timestamp for the respective data point values.
• The Cognite PROSPER connector is now generally available (GA).
• We’re introducing the Cognite GAP connector to extract and write back data for the Petex GAP simulation tool. (beta)
• For the Cognite Kafka extractor, you can now authenticate with OAuth2.

• Use the Python script agent tool to let AI agents run custom Python scripts directly in the Atlas AI interface. You can test and validate the scripts in real-time within the agent builder. (beta)
• Use the REST API agent tool to let agents call Cognite’s APIs to enable direct data retrieval and integration with CDF. You can use GET and POST requests for a defined set of endpoints, with configurable payloads and query parameters. (beta)
• Use the Agent APIs to programmatically build and interact with Atlas agents. Use these APIs to embed and control agents in third-party applications, such as Streamlit or Data workflows. The APIs support building and chatting with agents. (alpha)

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InField

• Assigned to me default view Instead of seeing all checklists, users will now see the checklists assigned specifically to them.
• Download files on desktop You can now download files by opening the file preview and selecting the Download button in the lower-left corner.
• Help and resources You can find links to documentation, release notes, and training in the upper-right corner on the desktop and in the left sidebar on mobile.
• Created by column filtering On the Overview tab > Checklists, you can now filter checklists by who created them.
• Improved media deletion The button to delete attached media is now easier to find.

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Resolved issues and minor updates

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Cognite Data Fusion

• For 3D, measure circular areas and cylindrical volumes with the measurement tools.
• For 3D, select annotated areas in contextualized P&IDs to navigate directly to the corresponding instance in 3D or to access the 2D view of the asset.
• Fixed an issue with filtering of events in the Data explorer. The dropdown menu would disappear when interacting with the filter options.
• Fixed an issue with a discrepancy in the asset counts in the search results and the Data explorer.
• Fixed an issue where the creator of manual annotations where listed as “unknown” in Diagram parsing.

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InField

• Fixed an issue where the initials of the person who made the latest change to a task would disappear when interacting with the checklist.
• Fixed an issue where the Updated by column on the Observations tab was marked as edited even if users only viewed the observation.
• Fixed an issue where the number of template assignees didn’t match the number of assignees for checklists on the Overview tab.
• Fixed an issue where the status for a checklist task didn’t change automatically when the numerical reading value was provided.