RoadMap Blog - RoadMap Tech

AI in Supply Chain: The 2026 State

88% of organizations use AI; 71% use generative AI. But 80%+ see no EBIT impact. Here’s where AI is actually working in supply chain in 2026 — and where it isn’t.

How to Reduce Retail Stockouts in 2026: A Practical Playbook

Stockouts cost retailers ~$1T globally each year. Here’s the 2026 playbook to cut them: shelf visibility, demand sensing, omnichannel inventory pooling, and where AI actually helps.

What Is Forecast Accuracy? A 2026 Benchmark Guide for Supply Chain Leaders

Forecast accuracy benchmarks for 2026 by industry: MAPE in CPG sits at ~25%, durables at ~50%, best-in-class operators hit 20%. Here’s how to measure it and where you should be.

Case Study: Johnson & Johnson (J&J) Transforming Forecasting, Demand Planning & Gross-to-Net Financial Reconciliation with Advanced Statistical Modeling

Johnson & Johnson: gross-to-net forecasting and reconciliation Case study · Healthcare Johnson & Johnson deployed the RoadMap GPS Suite to unify class-of-trade demand forecasting with Gross-to-Net financial reconciliation, closing the gap between supply chain planning and net revenue realization across

Case Study: Unifying Short-Term Forecasting and Long-Term Supply Planning for Oncology, Neurology, and Transplant Therapies at Genentech

Genentech: oncology and specialty therapy planning Case study · Life sciences Genentech deployed the RoadMap GPS Suite to unify short-term demand forecasts with long-range supply plans across oncology, neurology, and transplant anti-infective therapy portfolios, eliminating the planning disconnects that drove

Case Study: Demand Planning & Trade Promotion Forecasting Transformation at Kraft Integrating Baseline Forecasting, Promotional Modeling, and Retail Profit Simulation with RoadMap GPS

Kraft Foods: trade promotion forecasting Case study · Consumer goods Kraft Foods deployed the RoadMap GPS Suite to replace sales-driven guesswork with statistical baseline forecasting, quantified promotional lift modeling, and retailer-level profit simulation across its trade planning process. Platform RoadMap