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AI tools can be a great help for family offices, but they’re not perfect. Research shows hallucination rates can vary widely—from 22% up to 94%—with some outputs only about 50% accurate

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AI tools can sometimes generate incorrect or misleading information, with hallucination rates ranging from 22% to 94%, and studies showing up to 20% of errors can be material

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Building trust in enterprise AI means more than just smart tech—it’s about clear explainability, consistent results, and aligning with business logic every step of the way. Without transparency, hallucinations can derail decisions and leave no audit trail