Human-AI workflow assurance

Human oversight is a control. Prove it works.

Sable Reliance evaluates whether people identify and respond to AI errors in consequential workflows. We test real procedures, measure control effectiveness, and provide evidence leaders can act on.

Test one workflow with reviewed scenarios.

The municipal design-partner pilot covers one workflow, up to 15 participants, 18–24 reviewed scenarios, and baseline and intervention rounds over six to eight weeks. Controlled errors remain inside a disclosed simulation.

Proviso: website assurance

Proviso checks public pages for accessibility barriers, missing disclosures, tracking signals, and security settings. Reports include recorded evidence and practical next steps.

Open Proviso or view its example report.

Enable JavaScript to browse the full site and use the pilot inquiry form. To discuss a Sable Reliance pilot without it, email info@arxsable.ai.