Agentic AI · MCP & A2A
Connect agents.
Stay accountable.
We develop agent systems with clear tasks, tool access and handovers. MCP connects tools and knowledge; A2A can support collaboration between independent agents.
Limit tools and actions
We define which data an agent may read and which actions it may perform. Access is technically restricted. For consequential changes, we plan approvals, logging and verifiable results.
Test and observe collaboration
We structure task allocation and results returned between agents. Evaluations check typical cases and error paths. Tools such as Langfuse or Opik support observation; business owners remain responsible for rules and acceptance.
