Governance

EchoDepth Governance Framework

Responsible deployment of Emotional AI requires governance architecture as rigorous as the measurement itself.

Emotional AI that operates without governance is not just a regulatory risk — it is an ethical failure. Cavefish builds governance into every EchoDepth deployment: consent architecture, purpose limitation, data minimisation and audit trails as standard.

Purpose Limitation

Every EchoDepth deployment is scoped to a defined analytical purpose. Data is processed only for that purpose.

Consent Architecture

Explicit, informed consent is required from all data subjects. Consent is deployment-specific and documented.

Data Subject Rights

EchoDepth deployments include mechanisms for data subjects to exercise their rights under UK GDPR.

Third-Party Audit

Enterprise deployments can include third-party audit provisions. Cavefish supports full transparency in governance documentation.

Equality Act Alignment

EchoDepth outputs are designed to augment human judgment — not replace it — particularly in sensitive HR and recruitment contexts.