The AskHandle Blog
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How We Prevent AI Hallucination in Data Search
Generative AI is remarkable at synthesising language — but that same fluency becomes a liability when users need factual answers from their own data. Ask an unprepared AI what is the price of SKU LF-100016? and it will confidently produce a number. It just might not be the right number. This post explains the four-layer system we built to make sure every answer our AI gives is grounded in real, retrieved data — not in its training memory.
Written byDustin Collins
Published onMay 19, 2026
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