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Manage and scale enterprise AI agents

A space for teams to work with and manage agents with enterprise-grade security, seamless scalability, and lifecycle management, for AI agents to operate efficiently within your existing IT infrastructure.

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PROBLEM AND KEY BENEFITS

Seamless AI agent collaboration

Work Room provides a secure environment for business users to interact with AI agents.

Built for the business
Built for the business

Designed specifically for business users, integrated with your enterprise SSO.

Secure collaboration
Secure collaboration

Quickly find and work with agents you have access to in a secure environment.

Full agent lifecycle support
Full agent lifecycle support

End-to-end management, including versioning, upgrades, observability, and troubleshooting.

Integrated feedback
Integrated feedback

Collect direct feedback from users on agent responses for continuous improvement.

AGENT SERVER ARCHITECTURE

Execute complex workflows with enterprise-grade consistency

Advanced reasoning improves task completion, enabling agents to handle sophisticated multi-step processes that were previously impossible with traditional AI.

  • 2.7x better task completion for complex workflows with multiple data sources.

  • Handle sophisticated use cases requiring long multi-step tasks executed in precise order.

  • Selectable effort optimization balances performance and cost for different workflow complexity.

AGENT OVERSIGHT

Supervise and assist agents

Check in on Worker Agents, review performance statistics, and assist with exceptions when needed

  • Single pane provides visibility to monitor agent performance and understand reasoning with unprecedented visibility and transparency.

  • At-a-glance performance statistics, work completion rates, and effectiveness of Worker Agents.

  • Notifications enable supervisors to address specific issues with work items interactively.

SECURITY AND COMPLIANCE BUILT FOR THE ENTERPRISE

Secure and scale enterprise AI agents across your organization

Run in your cloud of choice with zero-copy data access, enterprise SSO, role-based access controls, and comprehensive auditing

  • Deploy and scale enterprise AI agents entirely within your Virtual Private Cloud.

  • Maintain complete control over your data, configurations, secrets, and LLMs.

  • Integrate seamlessly with existing Single Sign-On systems for secure user access.

ANALYTICS

Real-time insights, seamless observability

Agent Analytics tracks agent usage, adoption patterns, and activity metrics across your workspace so admins can measure impact and optimize deployment.

  • Time-series charts show conversations, work items, and active users per agent over any period.

  • Per-user breakdowns surface adoption gaps, power users, and engagement patterns across teams.

  • Key metrics display directly in the agents table without navigating to a separate view.

Auditing in Sema4.ai
AUDITING

Track every agent action and change

Auditing in Sema4.ai

Audit logs track every change across your workspace with complete activity logging, showing who changed what and when with full before-and-after differences.

  • Every modification logged with full diffs, timestamps, and actor attribution automatically.

  • Unified agent timeline shows configuration changes, edits, and resource updates in one view.

  • Filter by entity type, operation, actor, or time range to find anything fast.

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