The problem

Critical risk knowledge lives in one or two people's heads.

When anyone has a risk question, they ping the expert. That expert becomes a single point of failure — a bottleneck whose knowledge is never captured and walks out the door when they do.

// the expert

Constantly interrupted

Every fraud, credit, and ops question funnels to them. No room for the strategic work only they can do.

// the teams

Blocked, can't self-serve

Adjacent teams wait on answers they could get instantly if the knowledge were queryable.

// the org

Knowledge never written down

Inconsistent answers, slow decisions, and institutional understanding that's one resignation away from gone.

The status quo: scattered docs nobody reads, Slack threads re-asking the same questions, a perpetually stale wiki, and a generic chatbot that keyword-searches docs — can't reason across domains, doesn't know the specifics, and confidently gives wrong answers when the question is ambiguous.