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March 2026

Teams

  • Launched Teams Tab: organization administrators can now create and manage teams, assign users, and organize access to shared resources based on team membership
  • Added Shared Resources View: users can view models and datasets shared with them by other organization members, accessible directly from the Teams tab
  • Added Granular Resource Sharing: models and datasets can now be shared with the entire organization, specific teams, or individual users

Role-Based Access Control (RBAC)

  • Launched Multi-Layer Role Hierarchy: roles now operate across three levels — organization (Owner, Admin, Billing Manager, Member, Guest), team (Owner, Admin, Member, Viewer, Guest), and system - with permissions cascading accordingly
  • Added Access Levels: users are assigned Basic, Plus, or Admin access tiers based on their subscription plan, controlling feature availability across the platform
  • Added Custom Roles & Granular Permissions: admins can grant or revoke individual resource:action permissions for any role, scoped at the organization, team, or resource level
  • Added Resource-Level Access Control: per-model and per-dataset access grants can be targeted at specific users, teams, or the entire organization — with support for time windows, token limits, rate limits, and usage duration restrictions on model grants
  • Added RBAC Audit Trail: all role and permission changes are logged with full context including actor, target, resource, IP address, and timestamp
  • Added SSO Auto-Provisioning: SSO groups can now be mapped to teams with a default access level, enabling automatic role assignment on login across Azure AD, Okta, Google, GitHub, and LDAP

February 2026

Agentic Platform

  • Launched Agentic AI Platform: rotating agent status indicators with staggered timing for real-time visibility into agent activity
  • Added Extended Thinking Display: “Extending Thinking…” indicator during response regeneration
  • Improved Sources Experience: sources now displayed in a dropdown with pagination for cleaner chat interface

External Model Integrations

  • Added Amazon SageMaker Integration: create models on the 4MINDS platform directly from your existing SageMaker models
  • Added Amazon Bedrock Integration: connect to AWS-managed foundation model endpoints hosted on Amazon Bedrock
  • Added Microsoft Foundry Integration: create models from external models deployed on Microsoft Foundry

Integrations

  • Added Databricks Serverless Updates: OAuth/M2M authentication and Personal Access Token (PAT) support for secure, flexible connectivity

January 2026

User Interface Updates

  • Launched Major UI Refresh with significant visual and structural improvements across the platform (January 20)
  • Added AI Assistant Panel: dedicated left sidebar with contextual onboarding and help system for guided workflows
  • Introduced Enhanced Model Info Panel: redesigned right sidebar consolidating Quick Actions, model details, and easy access to evaluations, API keys, and model settings
  • Added DOC MODE Toggle: new interface mode for enhanced document-focused workflows
  • Implemented Three-Column Layout: improved organization and workflow efficiency across the platform
  • Enhanced Visual Canvas: updated graph rendering with force simulation and viewport culling for better performance
  • Streamlined Evaluations View: updated evaluations table with improved status indicators and action menus

Integrations

  • Added Supabase integration for database and backend access (January 21)
  • Added ServiceNow integration for IT service management workflows (January 21)
  • Added Slack integration for team communication and messaging data (January 21)
  • Added Google Drive integration for cloud document access (January 21)
  • Added Dropbox integration for file storage and sharing (January 21)
  • Added Splunk integration for log and security data analysis (January 21)

Authentication

  • Added Single Sign-On (SSO) with AWS (January 21)
  • Added Single Sign-On (SSO) with Ping Identity (January 21)
  • Added Single Sign-On (SSO) with Okta (January 21)

December 2025

Integrations

  • Added Salesforce integration for CRM access to leads, accounts, contacts, opportunities, and sales analytics (December 9)
  • Added HubSpot integration for CRM data, contact management, conversations, and email tracking (December 4)

November 2025

New Features

  • Added Log Timeline Chart for visual monitoring: view system activity over time with a color-coded timeline displaying log event distribution, severity levels (Debug, Info, Warning, Error, Critical), and activity patterns to quickly identify spikes or gaps before diving into detailed logs (November 25)
  • Added Model as Judge evaluation method: automatically compare your customized model against a base foundation model with ChatGPT acting as an AI judge to evaluate responses side-by-side, providing detailed analysis of factual grounding, key differences, and winner rationale to help identify knowledge gaps and guide training data improvements (November 24)
  • Introduced System Logging for real-time visibility into AI model operations with live log streams, severity-level filtering (DEBUG, INFO, WARNING, ERROR, CRITICAL), search functionality, and log management tools including pause/resume, clear, and download capabilities (November 14)
  • Implemented Automatic Data Synchronization (Rsync): datasets created from integrations now automatically sync on login. The platform tracks a manifest of your source files and fetches any new additions, keeping your AI knowledge base current without manual re-imports (November 13)

Integrations

  • Added Microsoft Fabric integration: browse and import from Lakehouses (files) and Warehouses (tables) for unified analytics platform access (November 25)
  • Added Box integration for cloud-stored documents and file management (November 13)
  • Added NetApp integration for enterprise storage access (November 12)
  • Added Office 365 integration for seamless access to emails, calendars, OneDrive files, Teams messages, and OneNote (November 11)

Authentication

  • Added Single Sign-On (SSO) with Microsoft (November 11)

October 2025

New Features

  • Introduced Evaluations functionality to automatically generate comprehensive model performance reports with key metrics, enabling data-driven decisions on model quality (October 31)

Development Environment Enhancements

  • Added Cloud Shell support for browser-based command-line access to 4MINDS (October 31)

Integrations

  • Added support for 5 new integrations: Amazon S3, CoreWeave Storage, SharePoint, Snowflake, Google Cloud Storage (October 28)
  • Added dataset and file import capabilities from Databricks, Hugging Face, and Azure Blob Storage (October 17)
  • Added credential management for connected integrations (October 16)

Web Search & Scraping

  • Added web scraping feature supporting multiple URL inputs for real-time data extraction (October 15)
  • Introduced web search toggle during chat and inference sessions (October 7)

File Format Support

  • Added support for 10 new file types : BMP, DOCX, GIF, JPEG, JPG, MD, PDF, PNG, TIFF, XLSX (October 28)
  • Added support for graph exports: SVG, PNG, JSON, GraphML, GEXF, PDF (October 1)

Coming Soon

  • Platform evaluation support, providing insights into usability, features, and performance.
  • OCR support for image uploads and dataset integration
  • API key generation for custom application integrations