Closeout QA
Interactive synthetic demo · no customer data

See what happens when the evidence is not good enough.

The requirement stays fixed. Change the evidence condition and watch AVF keep weak or conflicting evidence from turning into a confident answer.

Fixed requirement · spec.pdf p.18
Contractor shall submit the warranty certificate for AHU-1.
Change the evidence condition
Finding
PRESENT

Evidence citation
What to chase next

Why this matters

A closeout checker is only useful if it knows when not to guess. AVF is designed to preserve ambiguity as UNCLEAR, keep conflicting sources visible, and require cited evidence for PRESENT.

Everything on this page is synthetic. It demonstrates classification behavior only and is not a customer result, engineering review, code/compliance review, contract interpretation or acceptance decision.

Test 3 real requirements for freeSee a sample result