Prove human oversight and export audit-ready evidence.
Production governance for AI agents: block risky steps, require human review, and generate regulator-ready evidence.
Outcome
Audit-ready reports
Assurance
Tamper-proof trail
Speed
Fewer audit fire drills
AI Governance Evidence Pack
Annex IV draft • Audit trail excerpt • Export timestamped
System
Customer Support Agent
Application: Service Desk
Model: GPT-4o (hosted)
Reporting Window
Last 7 days
Retention: 7+ years (configurable)
Export: PDF + signed bundle
Control Summary
Policy enforcement
Active
PII exposure
Blocked
Human review
Required
Tamper-Proof Audit Trail (Excerpt)
3 entries shown
2025-12-18 10:42:23Z
Sales Agent
PII detected in outbound email
2025-12-18 10:42:21Z
Policy Engine
Redaction applied + approval required
2025-12-18 10:42:15Z
System
Evidence entry sealed + exported
This is a UI mockup. Download a real sample export to see the full structure.
evidence-room-sample.pdfThe Control Loop
In regulated enterprises, AI cannot just 'work'. Every agent action must be reviewable, explainable, and exportable as evidence.
Govern
Keep humans in the loop
- Policy-as-code checkpoints
- Role-aware review queues
- Fine-grained permissions
Measure
Know how AI behaves
- Dynamic sampling & eval
- Bias & drift detection
- Feedback loops to models
Prove
Turn activity into evidence
- Tamper-proof audit trail
- Decision lineage + approvals
- One-click Evidence Room
Unified Control Plane
KLA connects to your AI agents, workflows, and data sources so you can operate them like any other critical system—with controls, observability, and documentation.
Agent Workspace
Operational console for AI agents across your business. Live and historical runs with full context, drill-down into prompts, documents, and decisions.
Agent console preview (demo)
Process Designer
No-surprise orchestration. Attach guardrails to sensitive steps.
Workflow designer preview
Analytics
Real-time view of performance, bias, and drift signals.
Metrics dashboard preview
Audit & Compliance Studio
Searchable audit trail and Annex IV exports. Share Evidence Rooms with auditors in one click.
Deployment Sequence
From first AI agent to regulator-ready in four weeks. Start with one high-volume workflow, leave with a production-grade control plane.
Start from a proven template (optional)
Clone a pre-configured workflow with built-in policies and evidence capture to move faster.
Capture every decision
Connect one workflow. Every prompt, retrieved document, output, and approval is recorded with actor and timestamp.
Define controls and guardrails
Set policies: when to block, when to require human review, what to redact, and what to retain.
Monitor and improve
Use sampling to spot drift, hallucinations, and policy near-misses — with clear evidence attached.
Export the Evidence Pack
Generate an Annex IV-ready bundle documenting controls, monitoring, and audit trails for reviewers and auditors.
Industry Playbooks
Pre-configured controls for regulated environments. Start with the workflows where AI can save thousands of hours, but one bad decision is unacceptable.
Financial Services
Insurance
Healthcare
Public Sector
Deploy AI with confidence — and evidence.
Pick one workflow, wire it through KLA, and leave the pilot with a production-grade control loop and a regulator-ready Evidence Pack.
Tamper-proof audit trail • Signed exports • Retention-friendly evidence
