The operating context
Carrying client context across discovery, proposals, delivery and recurring account work. Evaluate how knowledge access and controlled integrations affects client intake and engagement handoffs.
A representative pilot
Map authoritative sources, restrict the intended audience and test unsupported requests. Begin with a scoped knowledge request and approved instructions for client intake and engagement handoffs. The intended result is a grounded answer with a safe escalation, not autonomous replacement of the accountable team.
What stays with people
Keep privileged information and client access separate. Qualified professionals own regulated advice. The system and knowledge owners reviews cross-client exposure and excessive permissions and resolves unsupported requests.
What to measure
Record a baseline for supported-answer accuracy and access-denial rate. Review successful and failed cases, corrections, escalations and reviewer effort before expanding this professional services workflow.
The system and knowledge owners retains authority. Test cross-client exposure and excessive permissions before rollout. Drafts and explanations support people; they do not authorize decisions.
