Chat-First for Teams
Agents live in Slack and Microsoft Teams — where your teams already work. No new tools to learn, no context switching, no adoption friction. The chat interface is the user experience; the dashboard is the control plane.
Dashboard for IT
A central control plane for tool registry management, skill publishing and versioning, approval workflow configuration, execution log review, policy management, and billing visibility by team, department, tool, and model.
Identity Layer
Every action traces to an identity. The identity cascade resolves organization → department → team → user. Agents are task-scoped, not conversation-scoped. Scoped identity means scoped access, scoped data, and scoped cost.
Environment Separation
Dev, staging, and production for agents, tools, and policies. New skills and policy changes are tested in staging before promotion. Standard practice for enterprise software — and standard for AI agent infrastructure.
Billing Visibility
Track LLM costs by tool, team, department, and model. Know exactly what each agent invocation costs, which model consumed the tokens, and which team is responsible. No more surprise bills or invisible AI spending.
Tamper-Evident Logs
Audit logs designed for compliance, not debugging. Every execution is recorded with full replay capability. Time-partitioned by week, archived to customer-controlled storage after 90 days. Single-tenant isolation means your audit data is yours.