DataPeak Release Notes

May 2026

May 31 – V.1.1

• Goal Decomposition Engine: Core Framework Implementation

  Implemented the foundational architecture for the Goal Decomposition Engine, including goal input handling, API endpoints, decomposition logic, success criteria generation, clarification workflows, output rendering, WebSocket infrastructure, tool registry support, and knowledge graph schema design. These additions establish the framework required for breaking complex objectives into structured, actionable workflows.

• RAG Infrastructure: Architecture and Processing Enhancements

  Expanded Retrieval-Augmented Generation (RAG) capabilities through improvements to section embedding pipelines, context assembly, answer generation, conversation management, API integrations, Bedrock configuration, LiteLLM proxy support, architecture documentation, and platform validation. These updates improve retrieval accuracy, scalability, and overall RAG performance.

• AI Models: New Bedrock Models Available

  Integrated newly available AWS Bedrock models into the platform, expanding model availability and providing additional flexibility when building AI-powered workflows.

• AI Models: Personal Model Training Research and Validation

  Completed research and validation work for training personal models and AWS Bedrock-based alternatives to replace existing private model implementations. This supports future model flexibility and deployment options.

• Chat: Toggle and Control Layout Improvements

  Updated the placement of chat controls, including the Short Replies toggle and Global search controls, to improve usability and align more closely with the platform’s overall interface design.

• Chat: Dataset Tab Scrollbar Fix

  Resolved an issue where the dataset tab scrollbar overlapped content within Chat, improving navigation and usability when working with connected datasets.

• Chat: CSV Data Retrieval Improvements

  Fixed an issue where Chat could not reliably retrieve values located deeper within CSV datasets. Chat now searches and retrieves dataset values more consistently across larger files.

• Chat: Graph Functionality Restored

  Resolved issues preventing graph generation within DataPeak Chat. Graph requests now execute correctly and produce expected visual outputs.

• Chat: Short vs Detailed Response Consistency Improvements

  Addressed issues where Short and Detailed response modes produced inconsistent or contradictory answers. Responses are now more reliable and aligned across both modes.

• Chat: Old and New Model Version Toggle

  Added a toggle allowing users to switch between supported model versions within Chat, improving testing and comparison of model behaviour.

• Chat: MP4 File Selection Removed

  Removed MP4 file selection options from DataPeak Chat where support was not available, reducing confusion and preventing unsupported workflows.

• Custom Agents: Multi-File Support Improvements

  Improved handling of multiple connected files across Custom Agent workflows and added support for selecting multiple files within Custom Agent components. These updates improve flexibility when building workflows that depend on multiple datasets.

• Custom Agents: Bulk Deletion Fix

  Resolved an issue where Custom Agents were not deleting correctly during bulk deletion operations. Agents can now be removed consistently without requiring manual cleanup.

• Custom Agents: Model Component Reliability Improvements

  Fixed issues affecting model-based Custom Agent components on beta environments. Components now execute more reliably across supported models.

• Graphs: View Results Fix

  Resolved an issue where graph outputs were not appearing correctly in the View Results section. Graph results now display as expected after execution.

• Graphs: Email Attachment Support

  Fixed an issue where graphs connected to Email components were not included as attachments. Generated graphs can now be successfully delivered through email workflows.

• Forecasting: Data Formatting Validation

  Added validation and user guidance when datasets are not properly formatted for Forecast and Comparison components. This improves usability and reduces failed forecasting runs.

• Forecasting: ML Forecast Component Fixes

  Resolved issues affecting the Comparator and Model Recommender forecasting components. Forecast workflows now execute correctly and produce expected results.

• LLM Prompt Engineering: Response Formatting Improvements

  Fixed issues where LLM Prompt Engineering outputs included unintended model formatting information. Responses now return cleaner and more relevant results.

• Component Results: Standardized Formatting

  Updated component output formatting and fonts to provide a more consistent appearance across generated results and reports.

• Data Management: Automatic Dataset Refresh

  Improved dataset management so newly uploaded files automatically appear within the Datasets page without requiring a manual refresh.

• Data Management: Pagination Improvements

  Resolved issues where pagination was not functioning correctly for CSV, XLSX, and PDF datasets. Dataset navigation now works consistently across supported file types.

• Data Management: Large File Upload Investigation and Fixes

  Investigated and addressed issues affecting uploads larger than 200,000 KB, improving reliability when working with large datasets.

• Data Connectors: Microsoft Search Functionality

  Added search functionality to Microsoft Data Connectors, making it easier to locate and manage available connections.

• API Integrations: Connection Reliability Improvements

  Resolved an issue where API connections could remove or overwrite field information during configuration. API-connected datasets now retain field mappings correctly.

• Uploads: Improved Error Visibility and Troubleshooting

  Added upload failure pop-ups, task log error reporting, and help links to improve visibility into upload issues and simplify troubleshooting.

• Email: Output Formatting Improvements

  Resolved issues where emailed results displayed raw formatting instead of properly formatted content. Email outputs now render correctly for recipients.

• Accessibility: Monthly Accessibility Improvements

  Completed scheduled accessibility updates to improve usability and maintain alignment with accessibility standards across the platform.

• Localization: Monthly Localization Improvements

  Performed ongoing localization updates and maintenance to improve multilingual support and consistency throughout the platform.

• Security: Monthly Vulnerability Fixes Applied

  Applied ongoing security patches and vulnerability fixes to maintain platform stability and reduce exposure to known risks.

• Platform: Auto Resource Allocator Removed

  Removed the Auto Resource Allocator feature as part of ongoing platform simplification and product alignment efforts.

• Platform: Background and Homepage Video Updates

  Updated DataPeak backgrounds and homepage video content to improve overall presentation and user experience.

• Platform: Front-End Test Reliability Improvements

  Resolved issues affecting automated front-end testing, improving reliability and consistency across development and deployment workflows.

April 2026

April 30 – V.1.0.62

• Data Management: File Retrieval Using Tags
  Added support for retrieving files using tags, making it easier to locate and access datasets across workflows without manual searching.

• Data Management: Direct S3 Dataset Access
  Introduced the ability to access datasets directly from AWS S3, allowing users to work with externally stored data without additional ingestion steps.

• Data Management: S3 Dataset Downloads
  Added support for downloading datasets from S3 connections, improving flexibility when working with externally stored data.

• Data Management: Dataset Processing Improvements
  Resolved issues causing inconsistent dataset handling during operations. Dataset workflows now execute more reliably across different use cases.

• Data Management: File Handling Stability Fixes
  Fixed issues where large or complex files could fail during processing. File handling is now more stable and consistent.

• Translation: Select All Columns Option
  Added a “Select All” option to the Translation component, allowing users to quickly apply translation across all columns without manual selection.

• AI Models: Personal Model Training Support
  Added support for training personal models, enabling more customized outputs tailored to specific use cases.

• AI Models: AWS Bedrock Model Integration
  Integrated AWS Bedrock models into the platform, expanding model availability and improving flexibility when generating responses.

• Custom Agents: Dataset Search in Inputs
  Added search functionality when selecting datasets in Custom Agent inputs, making it easier to locate datasets in large environments.

• Custom Agents: Input Handling Fixes
  Resolved issues where certain inputs were not processed correctly during agent runs. Inputs now pass through workflows reliably.

• Custom Agents: Data Flow Between Components Improved
  Fixed issues where data was not consistently passed between components. Data now flows correctly across all connected steps.

• Custom Agents: Component Creation Workflow Updated
  Replaced the previous component creation process with a more intuitive drag-and-drop experience, improving usability when building workflows.

• Custom Agents: Component Interaction Fixes
  Resolved issues where components did not interact correctly in certain workflows. Component connections now behave as expected.

• Custom Agents: Undo and Redo Functionality Added
  Introduced undo and redo actions within the workflow builder, allowing users to quickly revert or reapply changes.

• Custom Agents: Workflow Stability Improvements
  Fixed issues causing workflows to fail or behave inconsistently. Agent runs are now more stable across different configurations.

• Custom Agents: Execution Reliability Improvements
  Improved overall execution reliability to reduce failed runs and ensure more consistent results.

• Custom Agents: UI Improvements
  Updated interface elements within Custom Agents to improve clarity and make workflows easier to navigate.

• Custom Agents: Automatic Category Sorting
  Fixed issues where agents were not consistently categorized. Agents now automatically sort into the correct categories without requiring manual updates.

• RAG Infrastructure: Section-Based Retrieval Added
  Implemented section-level retrieval to improve accuracy when querying large or structured datasets.

• RAG Infrastructure: Tree Expansion Support
  Added hierarchical expansion support, allowing better handling of structured data during retrieval.

• RAG Infrastructure: Performance Improvements
  Optimized retrieval performance to reduce response times and improve scalability.

• Microsoft Integrations: Connector Setup Improvements
  Improved the Microsoft connector setup flow to reduce configuration issues and ensure smoother onboarding.

• Microsoft Integrations: Connector Reliability Fixes
  Resolved issues where Microsoft connectors would fail or return incomplete data. Connections now work more consistently across workflows.

• AutoML: Filtering Improvements
  Enhanced filtering options within AutoML, allowing users to more easily find models by type or name.

• AutoML: Usability Improvements
  Improved navigation and interaction within AutoML to support smoother model selection.

• Data Processing: Preprocessing Feedback Improvements
  Added clearer feedback during preprocessing to help users understand progress and system activity.

• Data Processing: Execution Flow Fixes
  Resolved issues where data processing pipelines could fail mid-execution. Workflows now run more consistently.

• Data Processing: Stability Improvements
  Improved overall stability of data processing operations, reducing unexpected errors during execution.

• System: Centralized Styling Variables
  Centralized styling variables across the platform to ensure consistent UI behavior and simplify future design updates.

• System: UI Consistency Improvements
  Updated UI components to ensure consistent spacing, alignment, and styling across all pages.

• System: Performance Improvements
  Improved overall system performance to support faster response times across workflows.

• System: Backend Optimization Fixes
  Applied backend optimizations to improve processing efficiency and system scalability.

• System: Stability Improvements
  Resolved backend issues that caused instability during execution. The platform now runs more reliably under load.

• System: Error Handling Improvements
  Improved error handling across the platform to ensure clearer responses and more predictable behavior when issues occur.

• System: General Bug Fixes
  Resolved multiple minor bugs affecting different parts of the platform to improve overall usability.

• System: Page Loading Fixes
  Fixed issues where certain pages would load multiple times or render incorrectly. Pages now load cleanly and consistently.

• Navigation: Help Redirect Fix
  Resolved an issue where the Help option redirected incorrectly. Users are now directed to the correct support resources.

• Authentication: Business User Login Fix
  Fixed an issue where business users were redirected to a 404 page after logging in. Users now land on the correct dashboard.

• 3D Models: Large File Upload Fixes
  Resolved issues where large .stp files could fail during upload. Uploads now complete successfully.

• Accessibility: Accessibility Improvements Across the Platform
  Continued accessibility updates, improving usability and aligning more closely with accessibility standards.

• Platform: General Improvements and Minor Fixes
  Applied smaller fixes and incremental improvements across the platform to improve overall performance and user experience.

March 2026

March 31 – V.1.0.59

• Localization: Automated Production Sync

  Automated localization updates when changes move from development to production. This ensures all environments remain consistent without requiring manual updates.

• Localization: System-Wide Localization Improvements

  Updated platform text to ensure all content is properly mapped to localized strings. This improves multilingual support and consistency across the system.

• System: Google Translate Key Migration

  Updated Google Translate integration by migrating translation key handling. This improves reliability and ensures more stable translation performance.

• Security: Monthly Vulnerability Fixes Applied

  Applied ongoing security patches and vulnerability fixes to maintain platform stability and reduce exposure to known risks.

• Accessibility: Monthly Accessibility Improvements

  Completed scheduled accessibility updates to improve usability and better align with accessibility standards across the platform.

• Integrations: New Bedrock Models Available

  Integrated newly available Bedrock models, expanding model options and improving flexibility when building and running AI workflows.

• Data Management: S3 Batch Dataset Support

  Added support for pulling multiple datasets from AWS S3. This enables more efficient large-scale dataset ingestion and improves workflow scalability.

• Data Management: S3 Merge Cancellation

  Resolved an issue where users were unable to cancel active S3 merge processes. Users can now stop operations as expected, improving control over dataset workflows.

• Custom Agents: Undo Button for Component Removal

  Added an undo option when removing components in Custom Agents. This allows users to quickly restore deleted components without needing to rebuild configurations.

• Custom Agents: Create Item Function Removed

  Removed the “Create Item” function to simplify the Custom Agent experience and reduce unnecessary complexity in workflow creation.

• Custom Agents: Help Table Improvements

  Updated help table items across Chat and system components to ensure information is accurate and aligned with current functionality.

• Chat: Multi-File Upload Fix

  Resolved an issue where chat functionality did not work correctly when multiple files were uploaded. Multi-file workflows now function reliably without errors.

• Export: PowerPoint Slide Count Fix

  Fixed an issue where the PowerPoint component generated an incorrect number of slides. Outputs now match the requested slide count consistently.

• System: Performance Improvements

  Improved overall system performance, resulting in faster response times and more reliable execution across workflows.

• System: Stability Enhancements

  Improved platform stability through backend optimizations, reducing the likelihood of errors during execution.

• System: Minor Fixes and Improvements

  Resolved smaller issues across the platform to improve consistency and overall user experience.

• System: Platform Enhancements

  Made general enhancements to improve usability and system behavior across core areas of the platform.

• System: Performance and Reliability Updates

  Improved performance and reliability across key platform components, supporting more consistent execution.

• System: Bug Fixes and Optimizations

  Resolved minor bugs and applied optimizations to improve overall system responsiveness.

• System: Platform Improvements

  Implemented general improvements across the platform to enhance performance and reliability.

• System: Stability Improvements

  Improved system stability through backend fixes and optimizations.

• System: Minor Updates

  Made minor updates and improvements to support platform functionality.

• System: Early March Improvements

  Implemented early-month updates focused on improving performance and ensuring stable system behavior.

• Custom Agents: Microsoft Connectors Work With Summarizer Again

  Fixed an issue where Microsoft-based connectors inside Custom Agents weren’t passing data correctly to the Summarizer component. These connectors now integrate smoothly, allowing agents to summarize emails, files, and Teams content without errors. This restores full functionality for workflows that rely on Microsoft data sources.

• Hierarchy Management: Levels Delete Correctly After Token Limit Changes

  Resolved a problem where hierarchy levels couldn’t be deleted after adjusting token limits. Deletions now work consistently, ensuring admins can manage and restructure hierarchies without running into blocked actions.

• Login: Business Users No Longer Sent to 404 Page

  Fixed an issue where some business users were redirected to a 404 error page immediately after logging in. Login now routes users to the correct dashboard every time, improving reliability for enterprise accounts.

• Custom Agents: Microsoft Connectors Fully Restored

  Improved connector reliability so Microsoft-based data sources (including Teams and Outlook) work consistently inside Custom Agents. This resolves cases where connectors would silently fail or return empty results, restoring dependable agent execution.

• Chat: Table Formatting Displays Correctly

  Fixed an issue where Chat responses containing table data would lose formatting or display misaligned columns. Tables now render cleanly, making structured data easier to read and interpret.

February 2026

February 29 – V.1.0.51

• Custom Components: Run Correctly Inside Agent Workflows

  Resolved a problem where custom components failed to execute when placed inside a Custom Agent workflow. Components now run reliably, allowing users to build more advanced and modular agents without encountering execution errors.

• Custom Agents: Auto-Sorting Categories Saves Correctly

  Improved category management so Custom Agents automatically sort into the correct categories and persist those changes without requiring a refresh. This makes it easier to keep large agent libraries organized.

• AutoML: Filter by Type or Name

  Added new filtering options to AutoML, allowing users to quickly narrow down models by type or name. This improves navigation and speeds up model selection in larger environments.

• Custom Components: Execution Reliability Improved

  Fixed an issue where custom components would fail to run due to internal execution errors. Components now behave consistently across all supported workflows.

• Password Reset: Loading Issue Fixed

  Resolved a problem where the password reset flow would get stuck on a loading screen. The reset process now completes smoothly without requiring a page refresh.

• Chat: Question Handling More Reliable

  Improved Chat stability so it no longer fails when answering certain types of questions. Responses now generate more consistently, especially for complex or multi-step queries.

• PowerPoint Generator: More Reliable GenAI Execution

  Enhanced the PowerPoint Generator so GenAI-powered slide creation runs more smoothly and handles errors more gracefully. This results in more consistent slide generation and fewer interruptions.

• 3D Model Viewer: Supports All Formats

  Improved the 3D model viewer so it can display models in any supported file format. This expands compatibility and makes it easier to inspect 3D assets directly in the platform.

• Stress Tests Added for DataPeak

  Implemented stress testing across the platform to identify performance bottlenecks and improve reliability under heavy load.

• Custom Agent Workflow: New Actions Added

  Added new workflow actions to the Custom Agent builder, expanding what users can automate and customize. These additions make agent workflows more flexible and capable of handling more advanced logic.

• Agentic AI Page: Auto-Refresh on Description or Category Change

  Improved the Agentic AI page so it automatically refreshes when an agent’s description or category is updated. This removes the need for manual refreshes and keeps the page in sync with recent edits.

• Remove Double Loading in DataPeak

  Fixed an issue where certain pages in DataPeak would load twice, causing flickering or slow performance. Pages now load cleanly and consistently.

• Chat: Table Formatting Fixed

  Resolved a problem where Chat responses containing tables would lose formatting or display misaligned columns. Tables now render cleanly and consistently.

• Accessibility Improvements Across DataPeak

  Updated accessibility across the platform, including better keyboard navigation, clearer focus states, and improved screen reader support.

• Add-Ons: Error Alerts Now Trigger Correctly

  Fixed an issue where add-ons weren’t receiving alerts when errors occurred. Alerts now trigger reliably, making it easier to detect and troubleshoot issues during execution.

• Dataset Version Cleaning: Clean Specific Versions

  Added the ability to clean specific versions of a dataset instead of only the latest version. This gives users more control over data hygiene and version management.

• Token Use: FAQ Page Added

  Created a new FAQ page for token usage to help users understand limits, consumption patterns, and best practices. This improves transparency and reduces confusion around token behavior.

• Custom Agents: Auto-Sorting Categories Saves Correctly

  Improved category management so Custom Agents automatically sort into the correct categories and persist those changes without requiring a refresh.

• AutoML: Filter by Type or Name

  Added new filtering options to AutoML, allowing users to quickly narrow down models by type or name.

• Ducati Data Setup Completed

  Completed setup and integration of Ducati data for internal workflows and testing.

• PowerPoint Generator: More Reliable GenAI Execution

  Improved the PowerPoint Generator so GenAI-powered slide creation runs more consistently and handles errors more gracefully.

• LLM Prompt Engineering: Input Now Works

  Fixed an issue where prompt-engineering tools weren’t accepting user input. Inputs now process correctly, allowing users to refine prompts and control model behavior more reliably.

• Custom Agents: CSV Downloader Works as Input

  Fixed an issue where connecting a CSV downloader directly to an input caused agent runs to fail. Agents now run correctly with CSV downloader inputs.

• User Settings: Change Email

  Users can now update their own email address from Settings, improving account self-management.

• Admins: Update User Emails

  Admins can now update user email addresses directly from the admin panel.

• Translation Component: Accepts Input Correctly

  Resolved a problem where the Translation component rejected input values. It now processes text consistently, improving translation workflows.

• Workbook Viewer: Loads Correctly

  Fixed an issue where certain workbooks wouldn’t display when opened. Workbook viewing now works reliably across supported formats.

• Chat: Loader Displays Correctly

  Resolved an issue where the chat loader wouldn’t appear during processing, making it unclear whether Chat was working. The loader now appears reliably.

• Auto Analysis Graph: Centered Correctly

  Fixed an issue where auto-generated analysis graphs appeared off-center. Graphs now align properly, improving readability and visual polish.

January 2026

January 31 – V.1.0.22

• Accessibility Improvements Across DataPeak

  Improved accessibility across the platform, including clearer focus states, better keyboard navigation, and more consistent screen-reader support. These updates make DataPeak easier to use for all users, especially those relying on assistive technologies.

• Downloader: Hide Unsupported Components

  Reviewed all downloader features and temporarily hid components that aren’t fully supported yet. This reduces confusion and prevents users from selecting options that wouldn’t work as expected.

• Custom Agents: New Workflow Actions Added

  Added new workflow actions to the Custom Agent builder, expanding what users can automate and customize. These additions make agent workflows more flexible and capable of handling more advanced logic.

• LLM Prompt Engineering: Input Now Works

  Fixed an issue where prompt-engineering tools weren’t accepting user input. Inputs now process correctly, allowing users to refine prompts and control model behavior more reliably.

• Translation Component: Accepts Input Correctly

  Resolved a problem where the Translation component rejected input values. It now processes text consistently, improving translation workflows.

• Chat: More Reliable Question Handling

  Fixed an issue where Chat would fail or return errors when answering certain questions. Chat now handles a wider range of queries more reliably, improving overall stability.

• PowerPoint Generator: More Reliable GenAI Execution

  Improved the PowerPoint Generator so GenAI-powered slide creation runs more consistently and handles errors more gracefully. This results in smoother slide generation and fewer interruptions.

• 3D Model Connector Added

  Added a connector for uploading and using 3D model files, expanding the types of content users can work with inside DataPeak.

• 3D Model Viewer: Supports All Formats

  Users can now view 3D models in any supported file format, improving compatibility and inspection of 3D assets directly in the platform.

• Stress Tests Added for DataPeak

  Implemented stress testing across the platform to identify performance bottlenecks and improve reliability under heavy load.

• Custom Agents: CSV Downloader Works as Input

  Fixed an issue where connecting a CSV downloader directly to an input caused agent runs to fail. Agents now run correctly with CSV downloader inputs, improving workflow flexibility.

• Custom Agents: Workflow Performance Improvements

  Improved performance in Custom Agent workflows to reduce lag and make editing and running agents feel more responsive.

• Dataset Removal: Works After Rename/Delete

  Fixed an issue where datasets couldn’t be removed from components after being renamed or deleted. Removal now works as expected.

• Chat: Loader Displays Correctly

  Resolved an issue where the chat loader wouldn’t appear during processing. The loader now appears reliably, indicating Chat is active.

• AI Data Merge: Suggestions Work Again

  Fixed a failure where AI merge suggestions wouldn’t generate. Suggestions now appear consistently and guide users through merging datasets.

• Data Merge: File Dropdown Search Added

  Added search functionality to the file dropdown in Data Merge, making it easier to find datasets in large lists.

• Agent Search: “How To” Instructions Only Show When Needed

  Fixed an issue where “How To” instructions appeared even when agents were found. Instructions now only appear when no agents match the search.

• Admins: Reset User Passwords

  Added the ability for Admins to manually reset passwords for users, improving account recovery workflows.

• Admins: Update User Emails

  Admins can now update user email addresses directly from the admin panel.

• User Settings: Change Email

  Users can now update their own email address from Settings, improving account self-management.

• Pagination: Now Works Correctly

  Fixed an issue where pagination controls didn’t function on certain pages. Pagination now works consistently across the platform.

• UI: Button Review and Updates Across All Pages

  Reviewed and updated buttons across the platform to ensure consistent styling, hover behavior, and placement.

• Workbook Viewer: Loads Correctly

  Fixed an issue where certain workbooks wouldn’t display when opened. Workbook viewing now works reliably across supported formats.

• Agentic AI: Suggestions Button Works Again

  Resolved an issue where the Agentic AI Suggestions button didn’t respond or trigger suggestions. The button now works consistently.

• Platform: Consistent Styling Across Pages

  Improved styling across the platform to ensure consistent spacing, alignment, and component behavior. Reduces visual inconsistencies and improves overall polish.

• AI Data Merge: Prevents Unsupported Files

  Added safeguards to prevent unsupported file types from being used in AI Data Merge, reducing errors and improving reliability.

• Chat: Timestamps Reflect User Timezones

  Updated Chat so message timestamps reflect the user’s local timezone accurately.

• Advanced Graphs: Cancel No Longer Freezes Chat

  Fixed an issue where canceling an advanced graph left Chat stuck with a loading spinner. Canceling now returns Chat to a ready state immediately.

• Advanced Graphs: Dataset Updates Apply Correctly

  Resolved a problem where advanced graph datasets wouldn’t update after selecting new data. Graphs now refresh correctly with the latest dataset.

• Custom Agents: Design Improvements

  Updated the Custom Agent UI with cleaner styling, more consistent spacing, and improved visual hierarchy to make workflows easier to navigate.

• User Management: Return to Correct Page After Updates

  Improved the user management flow so admins return to the correct page after creating or updating users.

• Custom Agents: Updated Buttons and Name Field

  Refreshed UI elements in the Custom Agent editor to improve clarity and make naming and editing agents more intuitive.

• Chat: Dataset Brackets Display Correctly

  Fixed an issue where dataset brackets were misaligned when adding or removing datasets in Chat. Brackets now display cleanly and consistently.

• AI Data Merge: Suggestions No Longer Error

  Fixed an issue where AI merge suggestions would fail unexpectedly. Suggestions now generate reliably and guide users through aligning and merging datasets.

• Custom Agents: Clearer Auto-Save Messaging

  Updated the auto-save confirmation message in Custom Agents to make it clearer when changes have been saved.

• Reusable Table: Centered Text and Buttons

  Improved the reusable table component so headers, text, and action buttons are vertically centered.

• Airbyte: Updated for New S3 Folder Structure

  Updated Airbyte connectors to support the new S3 folder layout, ensuring data syncs continue to run smoothly.

• UI: Help Text No Longer Appears Before Page Loads

  Fixed an issue where empty help text briefly appeared before content loaded.

• Custom Agents: Update Description Button Repositioned

  Moved the Update Description button to a more intuitive location in the Custom Agent editor.

• Session Modal: Updated Text for Clarity

  Refreshed the session modal text to improve clarity and consistency.

• Parameter Mode: Multi-Input Support Works Correctly

  Resolved an issue where accepting multiple inputs in Parameter mode caused errors or prevented runs. Multi-input configurations now work smoothly.

• 3D Modal Upload Flow Added

  Introduced a new upload flow for 3D modal files, making it easier to import and work with 3D content.

• Data Cleaner: View and Undo Cleaning Actions

  Added the ability to view and undo individual cleaning actions performed by the Data Cleaner.

• Password Reset: Encryption Added for Security

  Strengthened the password reset process with encryption for credentials and reset tokens.

• Token Usage: Timelines Display Correctly

  Fixed an issue where token usage timelines wouldn’t load or showed incomplete data.

• Custom Agents: Translation Component Reads Input Correctly

  Fixed an issue where the Translation component couldn’t read input text. Now accepts input reliably and returns translated output.

• Welcome Page: Sign-Up Button Routes Correctly

  Updated the Sign-Up button to direct new users to the correct registration page.

• Agent Checker: Status Updates After Successful Runs

  Fixed an issue where the Agent Checker wouldn’t update its status after a successful run.

December 2025

December 31 – V.0.8.11

• Data Management: Single File Delete Stability

  Fixed an issue where deleting a single file from the dataset page could crash the page to a white screen and prevent deletion. Single-file deletes now behave normally.

• Data Management: Pagination for Large Datasets

  Added pagination when viewing larger datasets, so you’re no longer limited to only the first 200 rows.

• Custom Agents: Action Menu Tooltip No Longer Shifts the Page

  Fixed an issue where hovering over a Custom Agent action menu could trigger a scrollbar and shift the layout.

• Onboarding: New Accounts Inherit Default Language

  Fixed an issue where newly created accounts weren’t inheriting the selected site language.

• Chat: Clearer Access to Chat Options

  Made chat controls easier to discover with subtle indicators and hover text.

• Localization: Better UI Support for Longer Translations

  Improved responsiveness across the UI so longer localized text doesn’t break layouts.

• Agentic AI: Consistent Action Menu Styling

  Updated agent action menus to match styling used across the platform.

• UI: Standardize Buttons + Loading/Confirmation States

  Standardized button styling and confirmation animations across the platform.

• Localization: System-Generated Text Now Translates

  Improved localization so system-generated text matches the selected language.

• Localization: More Consistent English/French Experience

  Improved consistency when switching languages across the platform.

• Agentic AI: Hide Non-Functional System Agents

  Temporarily hid non-functional system agents to keep the UI clean.

• Component Builder: Delete Components + Immediate Updates After Save

  Added component deletion and improved update behavior after saving.

• Data Management: Run Data Cleaning Anytime

  Added the ability to manually run data cleaning on datasets at any time.

• Localization: Filled Key French Translation Gaps

  Added missing French translations across key areas.

• Datasets: Add “Clean on Upload” + Cleaner Actions

  Added optional cleaning during upload and improved dataset cleaning workflows.

• Chat: Message Timestamps Stay Accurate

  Fixed an issue where replying in chat could change earlier timestamps.

• Component Builder: New Components Must Work in Debugger Mode

  Ensured components are compatible with debugger workflows.

• Data Management: Clearer Delete Confirmation

  Improved delete confirmation messaging and consistency.

• Custom Agents: Searchable Dataset Selectors

  Updated dataset selectors to support search and easier selection.

• Custom Agents: Category Changes Update Instantly

  Fixed delayed updates when changing agent categories.

• Custom Agents: API Datasets Now Supported in Inputs

  Fixed issues when using API datasets as inputs.

• Agentic AI: Consistent Agent Icon in Modals

  Standardized agent icon usage across modals.

• Data Management: More Reliable Viewing & Downloads for Large Datasets

  Improved performance for large dataset viewing and downloads.

• Token Use: Default to Previous Week + Quick Time Ranges

  Improved token usage display and filtering options.

• Agentic AI & Datasets: Small UI Text & Spacing Improvements

  Improved spacing and formatting across key UI components.

• Custom Agents: Email Parameter No Longer Resets on Save

  Fixed an issue where email parameters were overwritten after saving.

• Localization: Improved Language Switching Across the Platform

  Refined language selector behavior for consistency.

• Tables: Faster Scrolling for Wide Datasets

  Improved performance for large dataset tables.

• Custom Agents: Long Descriptions No Longer Break the Canvas

  Fixed layout issues caused by long descriptions.

• Microsoft Add-ons: Localization Support

  Added localization support for Microsoft add-ons.

• Enterprise Plans: Subscription Page Hidden Where It Doesn’t Apply

  Removed subscription page visibility for enterprise admins where not needed.

• Help Links: Replace YouTube Videos with the New Help Center

  Updated help links to use the new help center.

• Chat Help Mode: Add Reminder to Switch Modes

  Added reminders to switch chat modes after help usage.

• Tokens & Limits: Enforce AI Tool Access Based on Token Limits

  Added restrictions when token limits are reached.

• Datasets: Keep Filters Applied After Actions + Add “Pin” Option

  Improved filter persistence and added pin functionality.

• Permissions: Graph + Datasheet Access Should Update for New Child Levels

  Improved permission handling for hierarchy updates.

• Microsoft Teams Connector: Transcripts Now Load Correctly

  Resolved an issue where transcripts wouldn’t load properly.

• Text Processing: Now Supports PDFs and Word Documents

  Expanded text processing to support more file types.

• Custom Agents: Clear Hover Labels for Agent + Component Actions

  Added hover labels for better usability.

• Custom Agents: Default Category Now Shows as “Custom”

  Improved category naming consistency.

• Custom Agents: DataPeak Assistant Updated for New Components

  Updated assistant to support latest components.

• Accounts: Remove Default 0 Token Limit for New Users

  Fixed incorrect token limits for new accounts.

• Welcome Page: Updated Cards + Links to Current Features

  Refreshed onboarding content and links.

• Help: Update DataPeak Help Link + Add Chat Link

  Updated help navigation.

• Datasets: Docx Files Can’t Be Viewed on Beta

  Fixed viewing issues for Word documents.

• Datasets: Bring Back Base Versioning on Creation

  Reintroduced dataset versioning.

• Tokens: Set Token Limits Per User

  Added per-user token limit controls.

• Tokens: Set Token Limits Per Hierarchy Level

  Added hierarchy-level token controls.

• Data Connectors: Add Connector Images on AutoML Page

  Improved visuals for connectors.

• Custom Agents: Add “Best Use” Explanations for LLM Model Choices

  Added guidance for model selection.

• DataPeak UI: Agentic AI Page Cleanup + Layout Fixes

  Improved layout consistency.

• Custom Agents: Confirm Before Deleting an Agent

  Added confirmation modal.

• Custom Agents: Fix Edit Icon Overlapping Agent Name

  Resolved UI overlap issue.

• Datasets + Chat: Organize Files by Category

  Added file-type categorization.

• Data Connectors: Separate Options for Images, Video, and Audio

  Improved upload clarity.

• Chat: Make Dataset Selection Way Easier to Navigate

  Improved dataset picker UI.

• Custom Agents: Add a Back Button to Return to the Agent List

  Added navigation improvement.

• Datasets: Fix White-Screen Crash When Viewing Certain Files

  Resolved crash issue.

• Datasets: Add a Refresh Button Above the Table

  Added refresh control.

• Custom Agents: Rename Components to More User-Friendly Names

  Improved naming clarity.

• Custom Agents: Fix Rename/Component Changes Not Persisting After Refresh

  Fixed persistence issues.

• Localization: Backend Support for Emails + Errors

  Expanded localization coverage.

• Custom Agents: Debounced Name Saving

  Improved performance for name saving.

• Settings: Fix the Help Page

  Resolved broken help link.

• Custom Agents: Auto-Number Duplicate Agent Names

  Added automatic naming for duplicates.

• Custom Agents: Scheduled Agents Don’t Send Email Notifications

  Fixed notification issue.

• Datasets: System-Generated Files Should Show Real File Size

  Corrected file size display.

• Datasets: Support Large Uploads via API for Enterprise

  Enabled large dataset uploads.

• Custom Agents: Debug Mode “Reset All Components” Button

  Added reset functionality.

• Datasets: Auto-Number Duplicate Dataset Names

  Added duplicate naming logic.

• Datasets: Download in Multiple Formats

  Added format selection for downloads.

• Data Connectors: Deleting Connectors Throws an Error

  Fixed connector deletion issue.

• Reports: Add DataPeak Logo + Link to Generated Files

  Added branding to generated outputs.

• Datasets: Preprocessing “New Version” Doesn’t Appear

  Fixed dataset version visibility.

November 2025

November 21 – V.0.7.6

• Chat: Multi-File Queries Can Reduce Accuracy

  When users query multiple datasets at once, responses can become less accurate or fail to return.

• Custom Agents: DataPeak Assistant Restored

  Fixed the DataPeak assistant for workflow creation so it responds properly again.

• UI: Data & Users Sidebar Needs Scroll on Small Screens

  Improved sidebar usability on smaller screens.

October 2025

October 16 – V.0.7.4

• Microsoft Add-Ons: Rename Tabs for Clearer Office365 Branding

  Renamed tabs to more consistent labels.

• AutoML: Handle “No Datasets” State Correctly

  Improved empty-state behavior when no datasets exist.

July 2025

July 18 – V.0.7.2

• Custom Agent: PowerPoint Presentation Generator

  Added a component that can create PowerPoint presentations from documents and prompts.

• Custom Agent: Forecast Suggestions

  Added a component that provides forecast suggestions based on accuracy comparisons.

June 2025

June 27 – V.0.7.0

• Custom Agent: Allow for Custom Agent to create its own components

  Now allows Custom Agents to generate reusable components.

• AANA Forecasting Integration - DataPeak Implementation

  Implemented a forecasting component using machine learning on historical data.

• AANA Forecasting Integration - Modal Improvements

  Improved modal experience for forecasting workflows.

May 2025

May 16 - V.0.6.4

• Task Log Sidebar
  Adds a page that lists a log of all actions taken in the system, including Custom Agent activity, dataset uploads, and more, so admins can quickly review what happened and when.

• Custom Agent: Iterator file compatibility

  The Iterator now works with multiple input files. When a run produces multiple outputs, you can download one or all files, and export in different file types, making multi-file jobs simpler and more flexible.

• Custom Agent Component: Allow for multiple input datasets
  Lets the Input node in a Custom Agent accept multiple datasets at once, so an agent can work across several sources in a single run.

• Custom Agent Component: JSX Attribute Retrieval
  Adds a component that retrieves attributes from JSX elements and returns them as output.

• Custom Agent Component: Group JSON

  Adds a component that groups JSON data to help clean up and organize messy structures.

• Custom Agent Component: Convert Nested Json to Structured JSON

  Adds a component that converts deeply nested JSON into a more structured format for easier use.

• Custom Agent Component: HTML input value parser

• Adds a component that pulls values from HTML (e.g., inputs) so data can be extracted directly from HTML sources.

• Custom Agent: Find relationship in data and group together using relationship

  Adds a component that detects relationships in your data and groups items based on those connections.

• Custom Agent Component: Data Relationship Comparison

  Adds a component that compares two related datasets/fields to identify how records connect, highlight differences, and help merge related items when appropriate.

• Create Report AI Agent
  Adds a Report AI Agent that can generate reports from selected data and export as PDF or save/share the report inside the system for other users.

• Research and integrate IBM Cloud Object Storage
  Integrates IBM Cloud Object Storage as a supported data source, so teams can connect buckets and use them as dataset inputs inside DataPeak.

• Create AI Workflow Automation Agent
  Creates an AI Workflow Automation agent that can run multi-step tasks automatically, including tasks like processing data and generating graphs as part of the workflow.

• Create dataset upload for SAP
  Adds a dataset upload button for SAP, letting users authenticate and connect their SAP data directly into DataPeak.

• Speech to Text item for Custom Agent chat
  Adds speech-to-text input to both the Custom Agent generation chat and the regular chat, so you can speak your prompts instead of typing.

• Custom Agent: Stream creation of Custom agent using chat

  Enables live, step-by-step streaming of a Custom Agent being created from chat prompts, so you can watch components and settings appear in real time as they’re added.

• Data Merge: Allow for adding AI Suggestions to Column Selection

  In AI Data Merge, once suggestions are generated for which columns to join, you can now apply those suggestions directly to the Column Selection step, saving time and reducing manual picking.

• Create starting templates for getting started with agents on platform
  Adds starter templates built from existing user-created agents. You can pick a template and customize it, making it much faster to get up and running with agents anywhere in the system.

• Custom Agent Component: CSV file cleaner
  Adds a component that parses CSVs more reliably by separating values on commas while ignoring commas inside data fields, reducing broken columns and cleanup work.

• Custom Agent Component: Data Merger for Inventory
  Adds a Data Merger component for inventory workflows so outputs from multiple nodes can be combined into one, solving the prior limitation where you couldn’t merge results across nodes.

• Custom Agent: Debug Process
  Adds a debug run for Custom Agents: you can execute steps and see how they behave before saving configurations and running the full agent, making it easier to spot issues early.

• Custom Agent Component: Expiration Date Tracker
  Adds a component that tracks expiration dates in your datasets, especially for perishable inventory, and helps prioritize items that should be used before they expire.

• Custom Agent Component: Stock Optimization Component
  Adds a component for stock optimization within Custom Agent workflows, helping set reorder points and safety stock levels so inventory stays balanced without stockouts or excess.

• Custom Agent Component: Demand Forecasting
  Adds a component that lets Custom Agents predict future demand for a chosen period using historical sales data, so you can plan inventory and operations with more confidence.

• Make custom AI agents using chat
  Lets you build Custom Agents directly from chat: describe what you want in natural language and the system assembles the agent for you. You can still drag-and-drop to edit if you want finer control.

• Custom Agents: Integrate Agent Deployment Notifications
  Lets you add deployment notifications to a Custom Agent, so when the agent runs it can notify the agent owner, specific emails, or linked user accounts automatically.

• Custom Agent Component: Allow emailing results
  Adds an option in Custom Agent workflows to email the results of a run, including setting the content, subject, and recipients right inside the workflow.

• Custom Agents Component: Allow for generating charts/graphs using data
  Adds an option in Custom Agent workflows to generate charts and graphs directly from the data flowing through the agent, so visual outputs are produced as part of the run.

• Custom Agent Component: Allow agents to give text summary of data
  Adds an option in the Custom Agent workflow to output a plain-text summary of the data the agent receives, handy for quick overviews before deeper analysis or exports.

• Custom Agents Component: Add option for creating reports
  Adds a reporting option to Custom Agent workflows so an agent can export results as PDFs, Word docs, or Excel files directly from the run.

• Allow for editing, deleting, and publishing of agents
  Lets users edit, delete, and publish Custom Agents so they can be shared and used by others across the workspace.

• Dataset integration Options
  Researches and sets up data connection options so customers can choose their storage and pull data into DataPeak from the most appropriate sources.

April 2025

April 30 - V.0.5.10

• Allow for using voice to text in Agent creator and Chat

  Adds an option to use voice-to-text in both the Custom Agent creator and the main Chat, so users can speak prompts instead of typing.

• Implement Microsoft Office data connectors
  Adds native Microsoft Office data connectors, enabling DataPeak to connect to and pull data from Office sources for use in workflows and analysis.

• Workflow Automation Options
  Explores options for configuring automations in DataPeak, defining actions and triggers so workflows can run automatically based on preset conditions.

• Custom Agent: Add component to search internet for information
  Adds a component that lets a Custom Agent search the web and return relevant information to answer a user’s question.

• Research swapping AI client to Cohere, Ollama or other option
  Explores replacing the current OpenAI setup with Cohere, Ollama, or another provider, evaluating performance, cost, and a potential Canada-based stack to reduce reliance on U.S. systems.

• Custom Agents: Allow the agent to run either on a schedule or a specified number of times
  Lets you choose how often an agent runs: set a recurring schedule (e.g., hourly, daily) or run it a fixed number of times, giving you control over timing and recurrence.

• Allow for pushing data to Airbyte Connector destinations
  Enables pushing data out of DataPeak to supported Airbyte destinations (per the registered connectors), so pipelines can write back to external systems, not just read from them.

March 2025

March 13 - V.0.5.4

• Custom Agents: Allow for the looping of sections
  Introduces an Iterator component so an agent can loop a section of its workflow, processing multiple rows or multiple input files one-by-one through the same connected steps.

• Custom Agent Component: PDF Download
  Adds a component that lets a Custom Agent generate and download a PDF of its results, including summaries, charts/graphs, and other outputs, so you can share or archive the outcome of a run.

• Agent Execution Log page
  Adds a dedicated page that lists logs for every agent run, so you can review past executions and diagnose issues without digging through system logs.

February 2025

February 10 - V.0.5.1

• Custom Agent: Add searching for components
  Adds a search bar to the Custom Agent creation flow so you can quickly find specific components across all categories.

• Custom Agents Component: Integrate LIDA for asking questions of agents and generating infographics
  Adds an option to use LIDA with Custom Agents for asking questions about data and generating infographics/visuals, similar to Auto-Analytics.

• Setup new User Management Hierarchy
  Revamps the User Management Hierarchy so admins can mirror their company structure and assign role-based permissions to individual users more clearly.

• Allow chat to give summary of agents
  Adds an option in Chat to summarize your Custom Agents, showing what each agent does, plus quick links to the agent itself and to the full agents list.

• Setup Data Management sidebar for uploading and modifying datasets
  Adds a Data Management sidebar to streamline uploading and editing datasets from one place.

• Data Preprocessing Agent Features
  Adds new preprocessing capabilities to the agent: identify column types, show sample values, count unique values, and compute min/max/sum, making data inspection much faster.

January 2025

January 29 - V.0.5.0

• Custom Agents: Integrate Data Connectors
  Allows Airbyte data connectors to be used inside Custom Agents, so agents can pull from connected sources directly.

November 2024

November 06 - V.0.4.0

• Create resource allocation agent
  Creates a resource allocation agent that assigns resources based on historical data, helping plan workloads more effectively.

• Data Cleaning and Preprocessing Agent
  Creates an agent that cleans messy data into the right columns and rows, standardizing structure before analysis or export.

• API dataset improvements
  Improves API datasets with options like setting keys for the response path and selecting which array values to use, making extraction more precise.

• Allow DataPeak to generate output API
  Allows DataPeak to generate output APIs from entered data, so results can be accessed programmatically.

June 2024

June 21 - V.0.3.1

• Allow for Admins to set fixed targets for all graphs
  Lets admins define fixed target values for graphs, based on the grouping used in each chart.

• Allow for setting the min/max range for graphs
  Lets admins define minimum and maximum value ranges on graphs during creation, so axes reflect the desired scale.

• Allow for duplicating data sheet templates
  Lets admins duplicate existing data sheet templates so new versions can be created quickly without rebuilding from scratch.

May 2024

May 8 - V.0.3.0

• Allow for chart/graph/table creation and mathematical operations to be performed with simple commands
  Lets chat create charts, tables, and run math from simple commands, and improves guidance when something can’t be executed, so users get clearer feedback on what went wrong and how to fix it.