Logistics Platform Product Specification Template

Shipment management and tracking. These are the core operational workflows that users interact with all day. If creating a shipment is slow, tracking data is stale, or exceptions are not surfaced promptly, the platform fails at its primary job. Build the shipment lifecycle (from booking to POD) and the tracking pipeline first. Layer rate management, analytics, and customs features on top of a proven operational foundation.

Build a carrier integration abstraction layer that normalizes the interface regardless of the underlying protocol (API, EDI, email, carrier portal scraping). Start with direct API integrations for the 5 to 10 carriers that handle the majority of your target customers' shipments. For the long tail, integrate with a carrier connectivity aggregator (project44, FourKites, or MacroPoint for visibility; Turvo or Kuebix for tendering). Use the [PRD template](/templates/prd-template) to spec the integration layer as a separate module.

Only if your target customers operate their own warehouses and consider WMS a core requirement. For a freight management platform targeting shippers who use 3PLs for warehousing, WMS is not needed. For a platform targeting 3PLs or brands with in-house distribution, WMS is essential. Separate the shipment management and warehouse modules in your architecture so they can be sold and deployed independently.

Define the inputs (carrier GPS location, historical transit time by lane and carrier, weather conditions, traffic data, port congestion for ocean), the update frequency (recalculate every 15 minutes for active shipments), the accuracy target (within 2 hours for FTL, within 1 day for ocean), and the alert logic (notify when ETA exceeds the delivery appointment by a configurable threshold). The prediction model improves with data volume, so plan for a learning period where accuracy is lower. Display confidence intervals alongside point estimates.

At minimum: HS code classification (for duty calculation), denied party screening (OFAC, BIS), customs document generation (commercial invoice, certificate of origin), and ISF filing for ocean imports to the US. For USMCA qualification, you need country-of-origin tracking at the component level and rules-of-origin calculation. Customs features are complex and regulation-specific. Partner with an existing customs broker platform (Descartes, Flexport, Customs IQ) for the initial integration rather than building a customs engine from scratch. Use [RICE scoring](/frameworks/rice-framework) to rank which compliance features to build versus integrate. ---