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70% of AI pilots never reach production. I help the other 30% ship.

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The 30% Report

70% of AI pilots never reach production. Get the playbook for the 30% that does.

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Digital twin · 5-axis maturity

Digital-twin maturity scorer

Answer 10 short questions; we score your readiness across data, sensors, connectivity, ML and ops governance, then synthesise a roadmap with quick wins and a recommended pilot.

Question 1 of 10

Data foundation

Our operational data is centralized and queryable, not stuck in silos.

This is a live demo on sample inputs. Want it run on your real asset? Talk to the engineer who built it.