A technical resource for pharmaceutical supply chain professionals, serialization specialists, compliance officers, and Python automation engineers building DSCSA-compliant track-and-trace systems.
Product serialization, aggregation hierarchy management, trading partner verification and onboarding, suspect product investigation, FDA DSCSA compliance, real-time pipeline monitoring, EPCIS repository retention, and audit trail generation — documented as production-grade architecture with Python automation patterns. Every guide is built from real pipeline concerns: GS1 identifiers, EPCIS 2.0 events, verification routing, encryption boundaries, dead-letter-queue drain workflows, and high-throughput validation.
Architecture blueprints that map internal ERP/WMS data to GS1 identifiers, EPCIS 2.0/2.1 messaging, verification routing, encryption boundaries, and suspect-product investigation.
Validation workflows for the aggregation hierarchy: case-and-pallet logic, parent-child serial mapping, decommission and reaggregation rules, and threshold tuning for line speeds.
Production pipelines for ingesting serialization telemetry: API polling and webhooks, schema validation and error handling, real-time stream processing, and async batch pipelines.
Code-first walkthroughs that each solve one concrete DSCSA problem end to end — the regulatory driver paired with runnable Python you can lift straight into a track-and-trace pipeline.
Each section opens with an architectural overview, then drills into focused topics and step-by-step, code-first guides. Use the navigation below to jump straight to a hands-on walkthrough.