Two companies. Identical financials.

Different lenders, different suppliers, different history. The right answer depends on institutional judgment that no record states.

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81% of financial institutions use AI. 14% say it has transformed their business. The gap is the institution’s own judgment.

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Only 24% of financial services leaders have moved 40% or more of their AI experiments into production.

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Research briefings

Same instruction to falsify records: one AI model tampered in 20 of 20 runs, two never did.

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In a 2026 enterprise benchmark, 79% of AI answers contained a hallucination. Governed definitions took it to zero.