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From Output to Outcome|Colin Koh

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

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Overview

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.

This item is Non-Returnable

Details

  • ISBN-13: 9798187061341
  • ISBN-10: 9798187061341
  • Publisher: Independently Published
  • Publish Date: July 2026
  • Dimensions: 9 x 6 x 1.08 inches
  • Shipping Weight: 1.56 pounds
  • Page Count: 534

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