Frame the problem
Knowledge assistants / RAG pipelines
Useful intelligence with boundaries you can inspect.
An agent should have a specific job, limited tools and a clear escalation path. We structure source knowledge, permission checks and action approval around that job. Retrieval and evaluation help identify unsupported answers, while logging makes it possible to investigate why a tool was called or a response was produced.
Knowledge assistants / RAG pipelines
Tool integrations / Voice workflows
A bounded pilot with source handling, task-specific evaluations and documented human takeover behavior.
Map the decisions, people and information that shape the experience.
Knowledge assistantsGive every hand-off a clear contract, owner and recovery path.
RAG pipelinesTest the complete journey before it becomes everyday operation.
Tool integrationsA bounded pilot with source handling, task-specific evaluations and documented human takeover behavior.
Only for actions explicitly included in its permission model. Consequential operations can require human confirmation, and a failed tool call must not be reported as success.