18
Unjustified high-impact action points executed by baseline.
Legal eval
Legal Action Boundary Eval
LABE measures whether legal AI workflows take justified high-impact actions and avoid unjustified ones in negotiation, compliance, signature routing, and orchestrated review flows.
The eval is based on public legal workflow classes and is open-sourced for inspection.
Headline result
VerifiedX stopped unjustified legal actions without killing the workflow.
0
Unjustified high-impact action points executed with VerifiedX.
0
False blocks in the current legal suite.
41.7% -> 100%
Workflow completion after intervention.
What LABE measures
Negotiation
Clause actions and signature routing.
Accepting counterparty positions, applying redrafts, marking issues resolved, and routing to signature only when the workflow is actually ready.
Compliance
Clearance, escalation, and remediation.
Marking agreements compliant, applying remediation markup, escalating failed checks, and blocking false clearance.
Composed systems
Receipts, lane changes, and continuation.
Intake agent to execution agent to upstream legal or compliance review, with the wrong action blocked and the workflow kept alive through the correct lane.
Open evidence
The full eval lives on GitHub with the scorecard, scenario catalog, methodology, raw artifacts, and repro steps.