MIAVRO Systems

AI

Grounded AI assistants: the difference between helpful and embarrassing

An assistant that invents prices or promises delivery dates is a liability. Grounding, limits and disclosure make it an asset.

By Liaqat Ali Khan · · 3 min read

Website chatbots fail in a predictable way: they answer confidently about things they were never told. The fix is not a cleverer model — it is restricting what the assistant may talk about and being transparent with the visitor.

Our checklist

  • Answers are grounded in approved, published content only
  • Prices and availability come from the catalogue, never the model
  • Clear 'you are talking to an AI' disclosure
  • Rate limits and usage caps per visitor
  • A human contact path is always one click away
  • Provider timeouts degrade to a helpful message, not a spinner
#ai#chatbots

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