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The Data Reality Check: 2025 AI Adoption Report

DataArt's proprietary research, including interviews with industry advisors, clients, and our data & AI leaders across global markets, reveals a stark disconnect between AI ambitions and execution readiness. While 89% of organizations are actively exploring AI initiatives, only 11% of proof of concepts reached production in 2024.

Summary

  • Governance Crisis: 73% cite data governance as the primary AI implementation barrier
  • Advisory Shift: 68% predict fundamental role changes from coding to AI-powered advisory within 18 months
  • Production Gap: Only 11% of AI pilots reach production despite 89% having active programs
  • Foundation First: 84% of successful AI implementations built on cloud-native governance frameworks
  • Reality Check: 82% of enterprises lack data maturity for production-scale AI deployment

Expert Quotes

Data governance is absolutely critical yet often overlooked because it's perceived as 'boring'.

Mike Peterson

CTO & Advisor

It's not enough to define the use case; you must also assign responsibility for validation, oversight, and rollback.

Kevin Shea

Head of Quality, CellPort

If you are a software engineering firm and you still think of your business as writing custom code, you should have a plan B.

George Roukas

President GAIPAN LLC

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