The order of operations that pays
Each playbook pairs with a calculator: price the loss, then work the sequence.
The 2026 downtime playbook: measure the real cost, rank assets by loss, choose a sensing philosophy, and wire prediction…
PlaybookThe OEE improvement sequence that works: honest automated measurement, loss-tree analysis, then ML on the biggest loss f…
PlaybookWhy scrap resists conventional problem-solving, how unsupervised ML finds the causes nobody hypothesized, and what reduc…
PlaybookHow ML cuts factory energy 5–20% through setpoints, sequences and anomaly detection — before any hardware investment.…
PlaybookHow to build an industrial AI business case: baseline the four loss pools, price them, apply evidence-based recovery rat…
PlaybookWhy industrial AI pilots stall and the five design choices that get them to production: success criteria, ownership, wor…
Leave with the number, not a bookmark.
All four loss calculators — downtime, OEE, scrap, energy — in one Excel sheet, with conservative / typical / best-published scenario columns. Built for your budget meeting.