Infrastructure for Automated Supply Chain Recalls

Supply chain recall management requires explicitly documented protocols: which lot numbers require quarantine, which require patient notification, who receives alerts, and what constitutes a complete recall response. Joint Commission and FDA requirements mandate that recall procedures be formally documented and findable. For the AI to automatically trigger quarantine and generate patient notification lists, the underlying recall response logic must be codified in current, accessible policy rather than relying on institutional memory of past recall events.

Recall management depends on systematic capture of lot numbers at receiving and point-of-use, especially for implants and high-risk devices. ERP receiving workflows and implant tracking systems capture lot numbers through defined template processes requiring item, lot, location, and patient association for implanted devices. This systematic lot-level capture creates the audit trail the AI needs to identify affected inventory locations and generate patient notification lists when a recall notice arrives.

Automated recall identification requires consistent schema linking lot number, item number, storage location, quantity, and for implanted devices, patient ID and procedure date. The item master provides structured product identifiers. Consistent schema enables the AI to execute a query—which locations hold lot X of item Y—and return a complete inventory picture. For implant tracking, the patient association field in the schema is the critical link enabling notification list generation.

Recall management requires the AI to query inventory systems by lot number, access patient records to identify implant recipients, and send notifications to clinical staff. API-level access to materials management and existing connections to the EHR for implant documentation enable the core recall workflow. The system can identify affected inventory, query patient associations, and trigger quarantine alerts through connected systems without manual data assembly for each recall event.

Recall management requires near-real-time maintenance: when a new lot is received, the inventory record must be created immediately; when a recall notice arrives, affected lot records must be flagged within hours. This capability involves patient safety and regulatory compliance—stale inventory data during a recall event means affected items remain in use. The system requires source changes (new receiving events, recall notices) to propagate to inventory records within hours to enable timely quarantine and notification.

Supply chain recall management requires integration between inventory management, patient records, FDA recall notification feeds, clinical communication systems, and EHR implant documentation. Existing API-based connections between materials management, ERP, and clinical systems enable the recall workflow: receive notice, query inventory by lot, identify patient associations, trigger quarantine, and generate notification lists. These connected systems provide sufficient data flow for automated recall response without requiring a unified platform.