Verify against evidence
Test outputs against approved source material, rules, and organization-defined checks.
OutputAssurance for consequential AI decisions
OutputAssurance verifies AI-assisted decisions, routes material risk to accountable people, and preserves proof of what happened before the organization acted.
Material findings traced to approved evidence.
Built for the questions leadership is already asking
HIGH-CONSEQUENCE INDUSTRIES
The control pattern is consistent: verify the evidence, route the risk, and preserve the record. The thresholds, reviewers, and proof adapt to each operating environment.
Give firm leadership a defensible control layer for AI-assisted work: verification, attorney oversight, and an evidence trail for every consequential decision.
Explore LegalCreate a reviewable control layer around AI-assisted clinical, operational, and coverage workflows without slowing responsible innovation.
Explore HealthcareGovern AI-assisted lending, fraud, advisory, and operations workflows with verification, exception routing, and a durable decision record.
Explore Financial ServicesApply consistent controls to AI-assisted underwriting, claims, and policy operations while preserving human authority over material exceptions.
Explore InsuranceGive agencies a consistent way to verify AI-assisted work, preserve human authority, and produce a transparent record of consequential decisions.
Explore GovernmentPolicies and inventories matter. OutputAssurance adds the operational proof that a specific output was checked, escalated, approved, and released under the right controls.
Test outputs against approved source material, rules, and organization-defined checks.
Advance low-risk work and send exceptions to the people authorized to decide.
Create a durable record of inputs, checks, versions, approvals, and final action.
Built for accountable adoption
OutputAssurance gives leadership, risk, and operating teams a shared record of how consequential AI-assisted decisions are governed in practice.
Explore the architectureApply verification and review requirements according to the consequence of each use.
Route material exceptions to the people authorized to approve, reject, or remediate them.
Preserve what was reviewed, which controls ran, and why the final decision was allowed.
THE APPLICATION
Intake, verification, risk scoring, expert review, reporting, and policy operations live in one connected application.