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AI Maturity Matters: Mastering AI Governance and TRiSM Technology Drives Success

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Gartner® Thought Leadership

The 45% Advantage: How AI Governance Maturity Drives Production Success

"By 2027, organizations that evaluate AI projects for ethical and mission congruence in their ideation phase will achieve greater than 50% proof of concept (POC)-to-production rates."

Organizations with mature AI governance practices achieve 45% prototype-to-production rates compared to just 31% for low-maturity organizations. With only 14% of AI-adopting organizations reaching high governance maturity, there's a massive competitive advantage waiting for those who get it right.
 
There are four pillars that organizations with high governance maturity have mastered:
  1. Streamlined Organizational Structure
  2. Strategic Budget Alignment
  3. Proactive Ethics Integration
  4. Advanced TRiSM Technology

Review the report from Gartner online for more information on these four pillars, the critical success factors driving AI governance maturity, and the opportunities stemming from the maturation of AI governance practices. 

 Gartner, AI Maturity Matters: Mastering AI Governance and TRiSM Technology Drives Success. Avivah Litan, 6 June 2025. GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission.  All rights reserved.

 

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  1. Hype Cycle for Artificial Intelligence, 2025
  2. Hype Cycle for AI in Software Engineering, 2025
  3. Hype Cycle for Enterprise Architecture, 2025
  4. Hype Cycle for Data and Analytics Governance, 2025
  5. Hype Cycle for Artificial Intelligence in Banking, 2025
  6. Hype Cycle for Data, Analytics and AI Leaders and Programs, 2025
  7. Hype Cycle for Local Government, 2025
  8. Hype Cycle for K-12 Education, 2025
  9. Hype Cycle for Legal, Risk, Compliance and Audit Technologies, 2025
  10. Hype Cycle for Autonomous Accounting, 2025
  11. Hype Cycle for Finance Data and Analytics Governance, 2025
  12. Hype Cycle for AI in Finance, 2025
  13. Hype Cycle for AI and Cybersecurity, 2025
  14. Hype Cycle for Defense, 2025

*Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose.

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