Grounded AI

Grounded AI is an AI system constrained to generate answers only from a defined, retrieved set of source material rather than from its general training data.

AI & Governance

Why it matters

Grounding keeps automated security answers tied to your real evidence, lowering the chance of fabricated or off-policy responses that a reviewer would have to catch.

Where it appears in the workflow

Used in questionnaire automation where a model drafts answers from an indexed library of policies, reports, and past responses.

Common mistakes

  1. Treating grounded ai as a universal term with no workflow context.