Rivac LabsSupply-Chain & Logistics Route Optimization
Freight and fulfillment costs creep up quietly when routing and load planning are done by experienced dispatchers working from habit rather than a model that's actually optimizing across every variable at once. This service builds AI-driven forecasting and routing models that plan delivery routes, load consolidation, and carrier selection against real cost, capacity, and service-level data, cutting freight spend without sacrificing delivery performance. It's for logistics and supply-chain teams running enough volume that a percentage-point improvement in routing efficiency translates into real money. The models integrate with your existing TMS or dispatch tools rather than replacing the team that runs them, so dispatchers keep override control over any route. The result is measurably lower freight and fulfillment cost at the same or better service levels.
How We’d Approach This
A clear, staged plan — not a black box
- 1
Diagnose current routing costs, on-time performance, and where dispatcher decisions diverge from optimal.
- 2
Pilot the routing model against a subset of lanes or a single distribution center, benchmarked against current cost and service level.
- 3
Review proposed routes and cost savings with dispatch and operations before wider rollout.
- 4
Launch across full operations with dispatcher override control and ongoing monitoring of savings realized.
What You Get
Deliverables from this engagement
- Trained routing and load-optimization model for your network
- Benchmark report quantifying freight-cost and service-level impact
- TMS/dispatch system integration with override controls
- Carrier and lane performance dashboard
- Ongoing model retraining as network and volume change
Six Ways We Could Architect This
Different engagement, different build — pick the shape that fits
There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.
Ready to get started?
Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start — scoped small enough to prove itself before you commit to anything bigger.
Talk to us about Supply-Chain & Logistics Route Optimization