Shogo
Enterprise and Governance

What is Grounding?

Anchoring AI outputs to verified, specific source material to reduce hallucination.

Enterprise and Governance

Definition

Grounding anchors AI outputs to verified, specific source material, reducing the likelihood of hallucination. A grounded response traces back to a real document, dataset, or knowledge base.

Example

A grounded answer to "What was our Q2 revenue?" cites the specific financial report it pulled from, rather than generating a plausible-sounding number with no citation.

Why it matters

Grounding is the quality standard for enterprise AI. Ungrounded AI is a liability. Grounded AI is an asset.

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