Coachscan

Employers can buy AI enablement from several providers while HR and compliance teams lack one record of who received access, what learning occurred and which role-based measures were approved. The supplied research confirms an AI-literacy obligation and says formal external certification is not required. It reports no reviewed product aggregating third-party certificates against a workforce roster.

The input's August 3, 2026 national-enforcement date is now elapsed. Current primary law, national authority posture, employer role and applicable measures must be rechecked before producing a legal gap report. A vendor certificate is an issuer assertion about a course event, not proof that a worker understands a system or that an employer satisfied its duties.

Coachscan would preserve worker and role identifiers, AI-system access event, policy version, applicable-learning rule, course and provider, certificate source, issuer assertion, completion time, content version, duration when supplied, manager exception, employee correction and qualified reviewer finding. HR or legal owners would approve mappings and remediation. The system would produce evidence coverage and unknowns rather than compliant or noncompliant labels.

Training and access records can become employee monitoring. The pilot should minimize fields, restrict manager scope, support worker access and correction and prohibit literacy scores, performance ranking, discipline recommendations or inferred tool use. Assignment, notification, provider acknowledgment, completion and competence must remain separate. The buyer hypothesis is a people, learning, AI-governance or compliance leader at an employer using several training providers; workforce band, jurisdiction, system inventory, budget and current HR stack need validation.

A people, learning, AI-governance or compliance leader coordinating role-based AI learning across several providers and workforce systems.