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AI tools can sometimes produce misleading or incorrect information, with hallucination rates reported between 22% and 94%

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Building trust in enterprise AI isn’t just about smart algorithms—it’s about explainability, consistency, and aligning with your business logic. Without these, risks like AI hallucinations can lead to costly mistakes

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AI hallucinations in client deliverables can cost agencies up to $67.4 billion annually in rework and lost trust. These invisible errors waste over 4.3 hours per project checking facts that shouldn’t need double-checking

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Building trust in enterprise AI means focusing on explainability, consistency, and alignment with business logic. Without it, hallucinations and errors slip through, creating costly mistakes and no clear audit trail