Compliance analysts were doing the same repetitive triage 80% of the time. Build a multi-agent workflow that handles the routine cases end-to-end and escalates the genuinely ambiguous ones to humans, with audit-grade evidence on every decision.
A planner that decomposes the review task and a tool-using executor with access to the corpus, the rule set, and structured-output validators.
Hybrid retrieval over the rule corpus, reranker tuned to the domain, citations on every decision.
Confidence-gated escalation; analysts only see what the agent flagged as ambiguous, distressed, or out-of-scope.
Golden-task set, RAGAS faithfulness scoring, regression checks on every prompt change. Quality drops block deploy.
Planner, executor, retries, rollback, observability.
Hybrid retrieval with reranker, citations on every output.
Queue, evidence pack, decision capture, audit trail.
Golden tasks, RAGAS scoring, regression CI.