Global supply chains are under pressure—volatile demand, long lead times, and razor-thin margins. At Radix, we blend AI/ML, statistical modeling, and mathematical optimization to turn that complexity into clear, executable decisions across planning, sourcing, production, inventory, logistics, and pricing.
Where supply chains leak value
- Forecast error & bias: promos/seasonality under-modeled
- Working capital drag: one-size-fits-all policies, stale safety stocks
- Planning misalignment: procurement–production–sales out of sync;
- Factory inefficiency: excess changeovers, hidden bottlenecks, yield/quality losses, suboptimal plant locations
- Risk & volatility: commodity swings, regulatory shocks, weak scenario planning.
Our toolkit
- Predictive AI/ML for demand, lead times, price trends, and quality.
- Optimization models (linear, mixed-integer) for procurement, production, network flows, and inventory policies.
- Simulation to stress-test designs and operating envelopes before you spend a dollar.
- Decision software: APIs, data lakes, dashboards, and workflow apps that fit your tech stack.
From data to decisions – A few real cases
- Spare Inventory Optimization for Mining Corporation with 9 mines network
- ~$80Mn (~20%) reduction in inventory value
- a tailored ROP/EOQ policy—selected via an ML decision tree over demand profiles while maintaining SLAs, and reduce ordering/holding costs as policies updated the MRP master
- Procurement & Production Planning for Global Cocoa Manufacturer
- stock reduced from 24 to 7 months with zero unusable stale beans
- an integrated annual/monthly/daily plan
- minimized purchase, transit, and holding costs while respecting quality specs
- Freight Pricing for Energy & Logistics Solutions Company
- achieved ~95% accuracy on OD-date-equipment quotes
- an ensemble of ~500 models, governed by lane-aware selection rules and deployed via MLflow
- equipping agents to post competitive load-board fares, even on sparse lanes
- Petrochemical Price Forecasting for Independent Commodity Intelligence Services
- forecasting models with >95% accuracy
- combined uni/multivariate approach including a Market Sentiment Index
- 1–12-months outlook and driver insights for planning and hedging
The way we collaborate
What’s in it for you
- Lower working capital with service levels held or improved.
- Faster, feasible production plans that respect business constraints.
- More consistent, explainable pricing decisions in thin data environments.
- Better hedging and procurement timing with credible price signals.
If you’re wrestling with inventory bloat, opaque logistics pricing, or fragile planning cycles, let’s turn your supply chain into a decision-ready engine.