AI workflow assurance
Problem-to-Proof
Tests whether one consequential AI-enabled workflow can support its completion claim with required evidence, acceptance checks, exception handling, and human authority.
View the one-workflow assessment →Asterion Labs
Evidence and risk intelligence for AI-enabled work.
We build controlled workflows that help teams determine whether an important result is actually ready to trust—not merely marked complete.
Evidence over assertionSuccess messages and polished outputs do not replace acceptance evidence.
Risk made visibleMissing evidence, exceptions, and uncertain authority remain explicit.
Humans retain authorityConsequential release, approval, and action boundaries stay reviewable.
Two focused systems. One operating principle.
Asterion Labs works where automated intelligence meets consequential judgment. Each system converts noisy activity into evidence that a responsible person can evaluate.
Prediction-market intelligence
Resolution Desk
Structures market movement, evidence, ambiguity, and operational risk into a reviewable brief before outreach, integration, or action.
View Resolution Desk →Built for review before reliance.
Our work begins with the decision someone needs to trust. We define the claim, identify the evidence and authority it requires, and keep incomplete or unsafe work visibly on hold.
1. Define the claimSpecify what “complete,” “ready,” or “safe to rely on” must actually mean.
2. Structure the proofConnect source evidence, checks, exceptions, and receipts to that exact claim.
3. Preserve authorityMake clear what AI may prepare and which decisions remain human.