AI assurance and model governance.
Connect model risk, controls, documentation, and evidence across global standards and local requirements.
Decision record
Review trail · CALL-0082
Policy requires a person to approve this change.
- Audio checkedRelevant segment linked to the record
- Identity comparedEnrolled reference and policy recorded
- Policy appliedAccount change requires a second check
- Human review requestedAssigned to the account support queue
How it works.
Inventory the system
Identify the model, owner, use case, and decision boundary.
Describe the risk
Map impact, failure modes, oversight, and evidence.
Validate the claim
Tie behaviour to evaluation data and operating limits.
Maintain the record
Track controls, changes, incidents, and reviews.
Test identity controls against the cloned voice they will actually face.
Check both speech authenticity and the enrolled speaker before advancing a sensitive request.
Technical assurance services.
Technical assurance across privacy compliance, identity controls, and voice channels.
- Assess
- Attack
- Remediate
- Assure
- Independent privacy compliance audits
- 60-70 control assessment
- Gap analysis and remediation roadmap
- Video KYC, onboarding, call centres, and identity channels
- Deepfake and voice attack simulation
- Adversarial testing of identity controls
- Technical assurance, not just paperwork reviews
Map global frameworks alongside the privacy, model-risk and identity requirements of your jurisdiction. Reference mapping only, not certification, legal advice, or regulatory approval.
Built for the operating decision.
Control mapping
Relate controls to the concrete decision flow.
Readiness support
Structure evidence for governance and assessment.
Traceable ownership
Make owners, reviewers, and revalidation explicit.
Plan the deployment.
Readiness and implementation support do not constitute certification, legal advice, or regulatory approval.
Talk to the team- Which AI-supported decision is in scope?
- Who owns and reviews it?
- What evidence must be retained?
- Which changes trigger revalidation?
Test it on your own call traffic.
A 30-minute walkthrough of your highest-risk call flow, then an evaluation on audio from your own lines.