Logistics & Supply Chain MVP Development — Track, Route, and Optimise
Logistics software is the backbone of physical commerce — and it is still largely manual, fragmented, and opaque. From route optimisation and fleet tracking to warehouse management…
10–14 wks
MVP timeline
$30k–$70k
Typical range
4
Compliance considerations
Logistics software is the backbone of physical commerce — and it is still largely manual, fragmented, and opaque. From route optimisation and fleet tracking to warehouse management and freight brokering, the workflow inefficiencies are measurable and the ROI of automation is clear. Logistics buyers purchase on cost savings and reliability, not aesthetics. Your MVP needs to demonstrate one measurable efficiency improvement on day one.
Key Challenges in Logistics & Supply Chain MVP Development
Real-Time GPS and Telematics
Fleet tracking requires continuous GPS pings, geofencing events, and driver behaviour monitoring. This generates high-frequency data that needs efficient storage and querying — time-series databases or partitioned tables prevent performance degradation at scale.
Route Optimisation Complexity
The travelling salesman problem is NP-hard at scale. Practical route optimisation uses heuristics (nearest neighbour, genetic algorithms) or third-party APIs like Google Routes API, HERE, or OptimoRoute. Do not build routing from scratch for an MVP.
EDI and Legacy System Integration
Enterprise shippers and carriers communicate via EDI (Electronic Data Interchange) — a 1970s data format that is still dominant. EDI translation layers add significant complexity. Stedi.com provides a modern API for EDI at MVP stage.
Carrier and Rate Data
LTL and FTL freight rates change daily based on fuel surcharges, capacity, and lane conditions. Third-party rate APIs (Freightos, Transfix) are the fastest path to rate shopping in an MVP without carrier relationships.
Recommended Tech Stack
| frontend | Next.js 14 (App Router) + React Native (Expo) for driver app |
| backend | Node.js + tRPC |
| database | PostgreSQL (Supabase) with TimescaleDB for GPS data |
| auth | Clerk |
| mobile | React Native (Expo) |
| payments | Stripe |
Timeline & Cost Estimate
MVP Timeline
10–14 weeks
A 10-week MVP covers driver app with GPS tracking, dispatcher dashboard with live map, job assignment, proof of delivery, and basic analytics.
Cost Range
$30k–$70k
GPS infrastructure, route optimisation APIs, and driver apps add to complexity and cost.
Compliance & Regulatory Requirements
- GDPR / CCPA
- FMCSA ELD mandate (US trucking)
- Hazmat regulations (if applicable)
- CTPAT / customs compliance (cross-border)
Core Logistics & Supply Chain MVP Features
Frequently Asked Questions
Which mapping API should I use for a logistics MVP?
Google Maps Platform for general-purpose tracking and distance calculation. HERE Technologies for commercial logistics (better truck routing, turn restrictions, hazmat routing). Mapbox for custom-styled maps. Google is fastest to integrate; HERE has the best commercial routing data.
Do I need a custom route optimisation algorithm?
No — not for an MVP. Use OptimoRoute, Routific, or the Google Routes API. Custom optimisation is a Phase 3 problem that requires significant engineering effort and operational data to tune. Start with a third-party API and measure where it falls short.
Ready to build your Logistics & Supply Chain MVP?
We scope, design, and ship logistics & supply chain MVPs in 10–14 weeks. Get a precise estimate within 24 hours.