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Q1 2026 Index Results

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Generated by Founding cohort, democratically admitted practitioners with β€” mandatory participation. Multiple countries. 5 professional functions. No vendor sponsorship. AAPOR Transparency Initiative member.
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73% report AI already present in their workflow
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Investigative judgment rated hardest skill to find (68%)
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Vendor confidence: banks 4.1/10 vs fintechs 7.1/10
Full segmented analysis, function chapters, and distribution visualisations available to licensed subscribers.
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