
| Data & Tools | • Core connectors | • DMS/CRM & rating | • ACORD/PDF/images | • Optional ECDIS hooks |
|---|---|---|---|---|
| Reasoning & Planning | • Task decomposition | • RAG/tool-calling | • PII minimization | • Chain-of-authority |
| Guardrails & Observability | • Prompt/action lineage | • A/B harness | • Issue mgmt | • Remediation |
| Compliance-in-the-Loop | • Fairness & explainability | • ECDIS registry | • Provenance & approvals | • Adverse action templates |











Compliance‑in‑the‑Loop turns policy into controls and evidence.

Measured improvements with regulator‑ready artifacts.
