실제 AI 도입에서 얻은 교훈

In collaboration
with Accenture

Proof over Promise:
Insights on Real-World AI Adoption
from 2025 MINDS Organizations

W H I T E P A P E R
J A N U A R Y  2 0 2 6

Images: Adobe Stock

Contents


Foreword                                                        3

Executive summary                                                 4

1 Advancing meaningful AI adoption through the MINDS programme          5

     1.1  Overview of the MINDS programme                           5

     1.2 A global landscape of AI adoption: diversity across regions,         6
            industries and scales

     1.3  Selected cohort of organizations for the 2025 MINDS programme    7

2 Key insights from MINDS organizations                              12

     2.1  Insight 1: Harnessing AI as a core part of how organizations work   12

     2.2  Insight 2: Amplifying strengths when humans
         and AI work together within a changing workforce                14

     2.3  Insight 3: Strengthening data foundations and augmented          17
          data sources to advance impact and scale

     2.4  Insight 4: Modernizing the technology stack for advanced         20
           AI capabilities

     2.5  Insight 5: Scaling AI with confidence through responsible          23
           AI practices

     2.6  Amplifying impact through the interplay of key insights            24

Conclusion                                                      25

Contributors                                                     26

Endnotes                                                       28





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                             Proof over Promise: Insights on Real-World AI Adoption from 2025 MINDS Organizations   2

January 2026    Proof over Promise:
                    Insights on Real-World AI Adoption
                 from 2025 MINDS Organizations


   Foreword





                       Muqsit Ashraf                       Maria Basso