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AI Governance

Trust built into the lifecycle.

AI governance controls

Governance by design — fairness review, explainability, policy enforcement, and audit trails sized for regulated and risk-sensitive environments.

The challenge

Regulators and internal risk teams increasingly ask how AI decisions are made, monitored, and overridden. Ad-hoc governance after deployment is expensive and fragile.

Platform capabilities

  • Model inventory and ownership registry
  • Bias and fairness testing workflows
  • Explainability reports for high-impact decisions
  • Policy templates for access, logging, and retention

What you get

  • Governance framework document
  • Model registry setup
  • Review checklist for new models
  • Audit log configuration guide

Contact CogniScale

CogniScale Inc · 395 N Hayes Ave, Dinuba, CA 93618 · hello@cogniscale.xyz