May 2026

Fig 1: A Process Digital Twin unifies ERP, CRM, and MES data into a single, real-time operational model  We’ve Been Twinning the Wrong Thing Talk to most manufacturers about digital twins, and they’ll point to a machine. A conveyor belt with sensors. A CNC unit feeding live telemetry into a simulation. That’s useful, genuinely. But […]

The Problem Your Average Forecast is Hiding the Risk  A client came to us last year with a supply chain dashboard that was entirely green. Reorder points set, safety stock calculated, lead times logged. Then one supplier had a rough quarter — lead times stretched from 15 days to 19 — and three of their