Scale AI automation without losing control
KLA turns every agent action into provable evidence with policy gates, human approvals, and Evidence Room exports, so regulated teams can move fast and stay EU AI Act-ready.
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
Insurance
Healthcare
Public Sector
Latest Insights
Practical guides on EU AI Act compliance, AI governance, and building audit-ready evidence.
Accountable Autonomy: Oversight for AI Agents
The debate around human oversight is often framed as a false binary: humans review every decision or AI operates autonomously. Effective oversight is about having the right controls at the right moments with clear accountability. This is accountable autonomy.
AI Agent Audit Trails: From Logs to Evidence
Every organization running AI agents has logs, traces, and metrics. Yet this abundance of data often fails to answer fundamental audit questions. The gap between operational logging and audit-grade evidence requires rethinking what we capture, how we store it, and how we verify integrity.
AI Governance Bottleneck: Why Agent Adoption Stalls
Enterprise AI agent adoption is constrained not by technical capability but by governance capacity. Organizations can build AI agents faster than they can approve, monitor, and audit them. Closing this governance gap requires treating governance as enabling infrastructure.
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