Domain packs extend Penny Core with focused knowledge, rules, workflows, evidence contracts, and authority while preserving shared governance and orchestration.
Current implemented capabilities include governed company research, canonical security identity, point-in-time provenance, contradiction visibility, categorical confidence, replay-verified immutable research snapshots, and persistent user watchlists. Madison remains research and decision support; brokerage, execution, order routing, and capital allocation stay outside its authority.
Current implemented domainVisit MFI site →Reading support, literacy coaching, learning guidance, and educational assistance within a focused educational authority domain.
Platform directionService operations, lead intelligence, provider coordination, marketplace support, and structured service workflows.
Platform directionRisk intelligence, fraud signals, governance monitoring, operational anomaly review, and bounded risk workflows.
Platform directionEach domain pack operates within explicit ownership boundaries. Protected decision types remain with the appropriate domain rather than being silently transferred between assistants.