AI governance platform for regulated AI agents
Control what AI agents can do, route high-risk actions for human approval, and export audit-ready evidence for EU AI Act, model risk, and internal audit teams.
The Control Loop
Govern, Measure, Prove turns AI from risky pilots into a controlled system you can defend. Control is what creates speed.
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: control gates, oversight, and evidence built in.
Agent Workspace
Operational console for AI agents across your business. Live and historical runs with full context, drill-down into prompts, documents, and decisions.
Process Designer
No-surprise orchestration. Attach guardrails to sensitive steps.
Analytics
Real-time view of performance, bias, and drift signals.
Audit & Compliance Studio
Searchable audit trail and Annex IV exports. Share Evidence Rooms with auditors in one click.
Deployment Sequence
Win one high-stakes workflow in four weeks. Leave with measurable speed gains, provable oversight, and a regulator-ready Evidence Pack.
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. Every finding comes with clear evidence attached.
Export the Evidence Pack
Generate an Annex IV-ready Evidence Room bundle documenting controls, monitoring, and review trails for 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
- KYC / AML auditable checks
- Credit decision lineage
- Trading oversight
Insurance
- Claims intake transparency
- Underwriting guardrails
- Fraud check explainability
Healthcare
- Clinical doc traceability
- Decision support controls
- Annex IV for medical AI
Pharmaceutical & Life Sciences
- Clinical protocol lineage with runtime controls
- Pharmacovigilance triage with citation-level evidence
- GMP QA guardrails with immutable batch-release logs
Public Sector
- Citizen-service lineage
- Threat analysis reasoning
- Policy drafting audit
Latest Insights
Practical guides on EU AI Act compliance, AI governance, and building audit-ready evidence.
AI Agent Permissions: How to Enforce Least-Privilege Access in Regulated Enterprises
A practical guide to AI agent permissions, least-privilege access, human approval gates, MCP authorization, and audit-ready evidence for regulated teams.
Best EU AI Act compliance software 2026: A buyer's guide
A practical buyer guide to EU AI Act compliance software in 2026: compare GRC platforms, enterprise AI governance platforms, observability tools, and runtime control planes before the 2 August 2026 deadline.
EU AI Act Article 17 Checklist: What Providers Must Implement Before 2026
An execution-ready Article 17 checklist for high-risk AI providers: scoping, control mapping, lifecycle controls, post-market operations, and audit evidence design.
Get permission to scale AI with evidence to prove it.
Pick one workflow, wire it through KLA, and leave the pilot with measurable speed gains and a regulator-ready Evidence Pack.
Policy gates - Human approvals - Signed Evidence Room exports