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:actionpermissions 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

