AI agent management: prompts, usage, guardrails, and namespace control

Central control for managed assistants
Version prompts with templates, variables, and context optimization.
Dashboards for performance, usage patterns, and costs.
Content filters, access restrictions, PII controls, and policies.
Org boundaries and RBAC for secure multiātenant use.
Coordinate specialized assistants with workflows and handoffs.
A/B testing, response optimization, continuous learning.
Connect to systems, APIs, and data sources.
Full audit trails and regulatory adherence.