The Control Loop
In regulated enterprises, AI cannot just 'work'. Every agent action must be explainable, monitored, and provable. KLA wraps your AI workflows in three layers of control.
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
- Immutable audit ledger
- Decision lineage tracking
- 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.
[SYSTEM_PREVIEW: AGENT_CONSOLE_V2]
Process Designer
No-surprise orchestration. Attach guardrails to sensitive steps.
[WORKFLOW_EDITOR]
Analytics
Real-time view of performance, bias, and drift signals.
[METRICS_DASHBOARD]
Audit & Compliance Studio
Searchable audit ledger 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.
BUILD_FROM_TEMPLATE
(Optional) Start faster by cloning a pre-configured agent template with built-in guardrails and compliance controls.
INITIALIZE_CAPTURE
Connect AI agents or workflows to KLA. Every prompt, parameter, retrieved document, and output is recorded with actor and timestamp.
CONFIGURE_GUARDRAILS
Encode policies as code: where to block actions, when to route to human review, what to redact, and how to align with EU AI Act requirements.
MONITOR_AND_TUNE
Turn on dynamic sampling. KLA flags accuracy issues, grounding failures, and policy near-misses so teams iterate with clear signals.
GENERATE_EVIDENCE
Generate an Annex IV-ready Evidence Room bundle documenting controls, monitoring, and decision trails for internal and external reviewers.
Industry Modules
Pre-configured control planes for regulated environments. We focus on workflows where AI can save thousands of hours, but a single bad decision is unacceptable.
Financial Services
Insurance
Healthcare
Public Sector
Deploy AI with Confidence.
Stay in Control by Design.
Pick one workflow, wire it through KLA, and leave our 4-week pilot with a production-grade control plane and a regulator-ready Evidence Room.
SECURE CONNECTION :: ENCRYPTED :: LOGGED