Follow us on YouTubeFollow us on YouTube (opens in a new tab)Contact us via SlackContact us via Slack (opens in a new tab)Go to Sema4.ai home pageGo to Sema4.ai home page
  • GET STARTED
  • Enterprise Edition
    • Build your first AI agent
    • Build agents with Custom Actions
    • Build agents with Named Queries
    • Publish agents to Control Room
    • AI Operator: Deploy agents
    • Interact with agents
      • Meet Work Room
      • Chat with Conversational Agents
      • Work with Worker Agents
      • Communicate Effectively with AI Agents
  • Team Edition
    • Install Snowflake native app
      • Installation
      • Try a demo agent
      • Admin guide
      • Multiple instances
    • Install Studio and SDK
      • Partner OAuth
      • Custom OAuth
      • Key pair auth
    • Agent templates
      • Cortex Analyst Example
      • Cortex Search Example
      • Sales Contact Finder
      • Similar Company Finder
    • Build your own agent
      • Data setup
      • Quickstart
      • Step-by-step walkthrough
    • Public API
    • Deploy agents
    • Work with agents
  • Release Notes
    • SDK
    • Studio
    • Control Room
    • Agent Compute
    • Python Libraries
    • Actions Gallery
    • Team Edition
  • DOCUMENTATION
    • Installing Studio
    • Working with SAI
    • Configurations
    • Shared Configurations
    • Agent Project Folders
    • Auto-suspend Agents
    • Agent Observability
    • Agent Evaluations
    • Conversation Guide
    • Conversation Starter
  • Build agents
    • Conversational Agents
      • Set up Studio
      • Agent templates
        • Set up and deploy the agent
        • Interact with the agent
      • Create your own
      • Publish your agent
      • Introduction to Worker Agents
      • Create a Worker Agent
      • Publish and Deploy Worker Agents
      • Add Work Items via API
    • Reasoning Models
      • Setup Model Providers
      • Model Compatibility & Benchmarks
      • Troubleshooting
    • Actions Gallery
      • Use with agents
      • Authentication
        • Set up OAuth2 clients
        • Github
        • Google
        • Hubspot
        • Microsoft
        • Slack
        • Zendesk
    • Model Context Protocol (MCP)
      • Docker MCP Gateway
      • Remote MCP Servers
      • Build Custom MCPs
      • Agent as MCP Server
    • Develop AI actions
      • Install SDK
      • Action templates
      • Action structure
      • Create custom action
      • Actions with data
      • Publish to Studio
    • Evaluating your Agent
    • FAQ
  • Manage agents
    • Meet Control Room
      • Organization
      • Agent Compute
      • Agent lifecycle
      • Get started
    • Publish to Control Room
      • Agent Gallery
      • Publish from Studio
      • Import agent packages
      • Manage agent versions
    • Deploy agents
      • Prepare environment
      • Agent deployment
    • Operate agents
      • Monitor agents
      • Update agents
      • Observability
      • Retire agents
      • Advanced Configuration
    • Audit Logs
    • FAQ
  • Work with agents
    • Meet Work Room
    • Chat with Agents
    • Work with Agents
    • Access data
    • Communicate with agents
    • FAQ
  • Channels
    • Microsoft Teams
      • Admin Guide
      • User Guide
    • Slack
      • Admin Guide
      • User Guide
  • Data Intelligence
    • Semantic Data Models
      • Databases
      • Structured Files
      • Import Data Model
      • Verified Queries
      • Editing Data Models
      • Deploying Agents
    • Dynamic Data Access
      • Local development
      • Actions with data access
      • Build agents with data
      • Deploy agents with data
      • About SQL dialect
      • Known limitations
    • DataFrames
      • Native Queries
    • Knowledge Base
      • Getting started with Knowledge Bases
      • Build a Knowledge Base
      • Define Queries for the Knowledge Base
      • Use Knowledge Base in an Agent
      • Deploy Agent with Knowledge Base
      • Maintaining Knowledge Base
    • Document Intelligence
      • AI-Guided Configuration
      • Agentic Processing
      • Agent Integration
      • Automatic Adaptation
  • API
  • Agent API
  • Work Item API
  • SUPPORT
    • Network requirements
    • Configure proxy setting
  • Terminology
  • Contact us
    • GET STARTED
    • Explore the demo agents
    • Quick-build with AI
    • Build an agent from scratch
    • Release Notes
    • DOCUMENTATION
    • Build agents
      • Agent types
      • LLM models and providers
      • Runbooks
      • Versioning & lifecycle
      • Tools with MCP
      • Integrations
        • Google
      • Data connections
      • Semantic data models
      • Data frames
      • Document Intelligence
      • Files
      • Advanced settings
      • Conversation guide
      • Evals
    • Work with agents
      • Versioning
      • Chat vs. work items
      • Tools that need authentication
      • Sharing threads
    • Administration
      • LLMs
      • User management
      • MCP servers
      • Branding
      • Observability
      • Advanced settings
    • Insights & audit
      • Analytics
      • Audit log
    • REST API
      • Agents
      • Conversations
      • Work items
      • Data connections
      • Semantic data models
      • MCP servers
      • LLMs
      • Branding
      • Advanced settings
      • API keys
      • OIDC role mapping
      • Audit log
      • Observability
      • Document Intelligence
      • Agent MCP
    • DEPLOY
    • Self-host Sema4.ai
      • Deployment targets
      • AWS EKS
      • AWS VM
      • Azure AKS
      • Azure VM
      • Reference
      • Identity providers (OIDC)
        • Microsoft Entra ID
        • Auth0
        • Okta
      • Network endpoints
      • Configure LLMs
      • MCP servers
      • Set up OAuth for MCPs
      • Set up MCP orchestration
        • Google Cloud Run
        • AWS ECS Fargate
        • Azure Container Apps
        • Snowflake SPCS
      • Configure workspace branding
      • Set up Observability
      • Update the Sema4.ai application
      • Add networking rules
      • Add LLM configurations
    • Snowflake Native App
      • User access and roles
      • Data connections
      • Maintenance
    • SUPPORT
    • Reporting issues
Release Notes
Control Room

Control Room Releases

StudioAgent Compute
  • Product
  • Use Cases
  • Blog
  • Events
  • Studio

© 2025 Sema4.ai All rights reserved.

  • Terms and Conditions
  • Privacy Policy
  • Cookie Policy