FROM ADOPTION
TO VERIFIED VALUE

AN EVIDENCE-FIRST AX PLAYBOOK

Evidence-First
AX

A concise English guide to 『증명되는 AX』: redesign work with AI, prove the outcomes that survive real gates, and make the resulting practice repeatable.

01

THE OPERATING SEQUENCE

Five decisions, not one AI rollout.

This overview is an entry point. Every link opens the canonical Korean chapter, where the complete framework and evidence are maintained.

  1. 01 CH. 05 Define the work, not the tool Start by diagnosing the work area and redesigning the unit of work before you automate it. 자동화 전에 업무를 재설계한다
  2. 02 CH. 09 Prove verified output Measure output only after it passes the review, approval, release, or completion gate that makes it real. AI Leverage를 측정하는 법
  3. 03 CH. 12 Decide with evidence Use evidence levels, total cost, and decision gates to scale, hold, maintain, or retire an initiative. 확대·유지·보류·폐기를 판정한다
  4. 04 CH. 15 Reuse what works Turn validated patterns, job knowledge, skills, and MCP connections into shared operating assets. 직무 지식 기반과 Skill/MCP 재사용 전략
  5. 05 CH. 19 Make it an operating system Set risk, autonomy, decision rights, and a 90-day plan so the work does not depend on a single champion. AX 90일 실행계획

WHAT THIS BOOK MEASURES

Verified work is the missing unit.

Adoption tells you whether people used AI. Cost tells you what was spent. Neither tells you whether meaningful work was completed.

  1. 01 Verified output

    The unit passes the review, approval, release, or completion gate that makes it real.

    CH. 09
  2. 02 Evidence level

    Claims are reported at the level of proof they actually meet, not at the level desired.

    CH. 10
  3. 03 Total cost

    Net value includes the operational cost required to create and sustain the outcome.

    CH. 11
  4. 04 Decision gate

    Every initiative is eligible for scale, maintenance, hold, or retirement.

    CH. 12
  5. 05 Repeatable operation

    The goal is not a heroic demo but a controlled practice that works again.

    CH. 19

READ THE SOURCE

The complete playbook is
in Korean.

The Korean edition contains the full preface, 19 chapters, appendices, decision tools, and source notes. This English page is deliberately an orientation layer so that it never pretends to be a substitute for the maintained source text.

『증명되는 AX』 한국어 전체 읽기
23 PUBLISHED KOREAN CHAPTERS
367 MINUTES TO READ

“Should we process this faster?” is not the first question.
“Should this work still exist?” is.