Private AI and agent capabilities
Private enterprise search
Unified search across approved enterprise content.
Retrieval-Augmented Generation
Grounded answers from governed knowledge sources.
Structured-data retrieval
Query trusted entities from federated business data.
Document retrieval
Source files, contracts, policies and knowledge bases.
Source citations
Every response cites the underlying enterprise sources.
Role-aware access
Responses respect each user's permissions.
AI agents
Bounded agents that retrieve, summarize and act with controls.
Tool integration
Approved tools the agent can call to complete tasks.
Human approval
Human-in-the-loop gates for sensitive actions.
Logging and monitoring
Usage, accuracy, drift and audit logging.
Security model
Entra ID authentication
Single sign-on and conditional access for AI experiences.
Role-based access
Authorization aligned to enterprise groups and roles.
Least privilege
Minimum required scopes for retrieval and tool calls.
Microsoft Purview alignment
Classification labels and policies respected in retrieval.
DLP
Data-loss-prevention controls applied to inputs and outputs where supported.
Prompt-injection protections
Defensive prompting, retrieval filtering and content controls.
Retrieval filtering
Allow-lists, source scoping and recency rules.
Audit logs
Queries, retrievals, tool calls and responses captured for review.
Human-in-the-loop controls
Approval workflows for sensitive or high-impact actions.
Agent lifecycle governance
Versioning, evaluation and controlled rollout for agents.