Agents that understand resources and act through approved integrations.
Semantic Kernel is used as the orchestration layer for custom agents that can reason over business context, call tools, and work inside existing Microsoft environments.
Business use
Help staff find answers, prepare updates, trigger jobs, and complete controlled actions without searching across disconnected systems.
Typical build
Custom plugins, secure connectors, tool invocation rules, audit trails, and agent experiences embedded in portals or internal tools.
Outcome
A practical AI layer that works with real company data, permissions, and workflows instead of acting like a detached chatbot.