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AI tools can sometimes produce information that isn’t accurate, a problem known as hallucination. Studies show these errors can range widely—from 22% up to 94%—and about half of AI-generated content may have serious flaws, with 20% being materially wrong

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Building trust in enterprise AI means more than flashy results. It’s about explainability, consistency, and making sure AI decisions align with your business logic. Without these, risks like AI hallucinations can slip through, causing costly mistakes

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AI tools can be helpful, but family offices should be cautious about AI hallucinations—when the system confidently shares inaccurate info. Studies show hallucination rates can range from 22% to 94%, with accuracy sometimes as low as 50%