01
The difficult problem
Static spreadsheets and manual routes exposed operations to stockouts, delays and slow reaction.
← All systemsSpecialized Intelligence
Supply-chain intelligence
RoutePilot
A decision engine that forecasts demand, optimizes inventory and routing, and replans around live disruption.
AutonomousPlatformResearch
The brief
Built around the hard part.
02
The intelligence built
Probabilistic forecasts feed a constrained solver while live events trigger cost-aware replanning.
SectorEnterprise Operations ↗
System architecture
How the system works.
The model is one layer. The value comes from connecting inputs, intelligence and production action as one accountable system.
- 01
Probabilistic forecast
Acquire and structure the operating signal.
- 02
Joint optimization
Transform it through the model, rules and control layer.
- 03
Live control tower
Deliver a decision, artifact or action into production.
In production
Where it runs.
Deployment
Connected to ERP events, geospatial data and telematics streams.
What it changes
Planners can see trade-offs and act on current conditions rather than yesterday’s plan.
Production stack
- Python
- OR-Tools
- LightGBM
- Kafka
- PostGIS
- Next.js