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US$3.1bn on AI data. 63% unready.
Check data readiness and metric definitions before you scale, know the licences under your models, and measure decision latency.
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GOOD AI PRISM · TOPIC AREA · DATA & ANALYTICS
US$3.1bn on AI data. 63% unready.
Check data readiness and metric definitions before you scale, know the licences under your models, and measure decision latency.
KMBNTN
US$3.1bn
on AI data in 2026, from US$0.8bn in 2025
Source · Gartner, Sep 2026
63%
of organisations lack, or are unsure of, AI data practices
Source · Gartner, Feb 2025
60%
of AI projects without AI-ready data expected to be dropped
Source · Gartner, Feb 2025
Insights
US$26.4bn
Data science platforms keep growing.
Source · Gartner, Sep 2026
37%
37% see a profit effect.
Source · McKinsey, Aug 2026
7
Training data comes with seven licence regimes.
Source · Good AI Prism Registry
https://ethority.ai/ai-prism/analytics · TOPIC AREA · EN · OCT 2026 · Good AI Prism artwork © 2026 ETHORITY & STEN.AI LLC · CC BY-NC-ND 4.0 · data and third-party marks not covered
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