QEL’s claim firewall points to evidence governance as a KM control layer
QEL is building a deterministic claim-admission and evidence-governance layer that breaks high-stakes drafts into candidate claims, maps them to evidence spans and admits, caveats, blocks or routes them for human review.
BY KM DESK · JUNE 15, 2026 · 1 MIN READ
QEL is building a deterministic claim-admission and evidence-governance layer that breaks high-stakes drafts into candidate claims, maps them to evidence spans and admits, caveats, blocks or routes them for human review. Even at early design-partner stage, the concept is important for legal KM because trusted AI output will need source spans, provenance traces, audit artifacts and repeatable review decisions.