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Page A-018
What Is an AI Hallucination? Meaning, Risks, and Examples
For B2B SaaS teams, hallucinations often appear as fabricated statistics, invented citations, incorrect product details, or misleading policy explanations across marketing, sales, and support content.
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The Hallucination Problem: Why AI Gets Brands Wrong
Hallucinations are not an edge case but a predictable outcome of how language models are trained, and they show up most painfully in brand, product, and policy statements. For Indian B2B brands, the highest-risk hallucinations involve fabricated features, misrepresented eligibility and pricing, invented case studies, and incorrect regulatory claims.