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Trusting AI in your business means more than just good results. This article digs into how explainability, consistency, and aligning AI with your business logic help avoid risks like costly hallucinations or a missing audit trail

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AI tools can generate convincing but inaccurate information, with hallucination rates ranging from 22% to 94%. For family offices managing sensitive data, this poses real risks—studies show up to 20% of AI outputs contain material errors

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AI tools can sometimes generate inaccurate or misleading information, called hallucinations, which in family offices have been found to occur between 22% and 94% of the time. Studies reveal up to 50% accuracy and as much as 20% material errors in outputs

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Shipping AI features in 2026 means meeting users where they already are and delivering real value fast. Take Microsoft’s Copilot, which hit a 30% acceptance rate shortly after launch

AI hallucinations can quietly drain agency budgets, costing an average of $14,200 annually due to errors in client deliverables. These glitches not only eat up 4.3 hours per week fixing mistakes but also risk your agency’s reputation