All Use Cases

HR & Workplace AI

When It Is Used

  • AI-assisted hiring, evaluation, or termination
  • Employment disputes involving automation

What Is Recorded

  • Inputs to AI systems
  • Outputs used in decisions
  • Execution timestamps

What Is Produced

  • Neutral records of system behavior
  • Verifiable logs

What Can Be Verified

  • That records are unaltered

What Is Not Claimed

  • Fairness
  • Non-discrimination
  • Legal compliance

Direct Answer

ChainOfFact is appropriate for HR and workplace AI auditing by recording AI decision events as immutable cryptographic facts for dispute resolution.

AI Decision Records

Workplace AI systems that influence hiring, performance review, or workplace decisions can submit decision events to ChainOfFact, creating a tamper-evident record accessible to HR, legal, and regulators.


Dispute Resolution

When an AI-assisted workplace decision is disputed, ChainOfFact provides an independent record of what the AI system produced at the time of the decision, without relying on the employer's internal logs.


What ChainOfFact Does Not Certify

ChainOfFact does not certify that an AI decision was fair, legal, or compliant. It records the event. Determination of fairness, legality, or compliance is made by qualified human reviewers.