Agent patterns

Grounding Verification Agent

A fluent, confidently-worded answer with a broken citation is worse than a visible failure — this check exists to catch that specific failure mode before it reaches the requester.

Human review point

Only surfaced for human attention when an answer repeatedly fails grounding checks for the same query pattern, indicating a systemic issue rather than a one-off.

Must not do

Approve an answer whose claims it cannot actually trace to a cited passage, regardless of how plausible the claim reads.

Inputs

A generated answer and its cited chunks

Output artefact

A grounding_confidence score attached to the Generated Answer, and suppression of answers below a configured threshold

Agent pattern opportunities1
Agent pattern solutions1
Vendor AI map

Deliberately empty

The domain supports the pattern and no vendor in this model sells it. That is a statement about the market rather than about the pattern; v_agent_gaps lists them.