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From Output to Outcome: A Blueprint for Manufacturing Executives on the Impact of Industrial AI - Couverture souple

Deng, Michael; Koh, Colin

 
9798187061341: From Output to Outcome: A Blueprint for Manufacturing Executives on the Impact of Industrial AI

Synopsis

FROM OUTPUT TO OUTCOME
A Blueprint for Manufacturing Executives on the Impact of Industrial AI

Every manufacturing executive faces the same question: not should we adopt AI — but what are we becoming?

For forty years, ASEAN manufacturers won by making more, cheaper, faster. AI that only optimizes that game just makes you a better output business. It doesn't change the game.

From Output to Outcome makes the case for something else entirely: stop selling units. Start selling guaranteed results — assured uptime, certified yield, contracts backed by performance, not promises.

Colin Koh and Michael Deng bring 70+ years of ASEAN manufacturing practice to the architecture behind that shift: data foundations, OT security, vendor governance, board-level oversight, and industry playbooks across semiconductor, EMS, process, and automotive manufacturing.

Built for brownfield reality. Not Silicon Valley fantasy.

The tools are in this book. The decisions are yours.

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