EKO - Evolutionary Knowledge Oversight

Enterprise governance for AI systems in production.

EKO is the governance control plane from KairoIQ. It sits between your applications and model runtime to enforce policy, gate high-risk actions, preserve evidence, and keep operations audit-ready.

Policy enforcement at runtime for model and tool actions
Approval workflows for high-risk changes and operations
Evidence and provenance for defensible outputs
Audit and export for compliance and investigations

Apply for Pilot Access See workflow

Deploy managed or self-hosted across AWS, Azure, GCP, Kubernetes, hybrid, and on-prem with tenant isolation, scoped access, and operational traceability.

Built for production: policy checks, approval gates, evidence capture, and audit receipts.

Pilot confidence starts with enforceable controls

EKO focuses on first-party enforcement capabilities that can be validated in production workflows.

Runtime guardrails

Policy evaluation and action controls run inline with model and tool execution.

Enforcement before impact

Promotion discipline

Replay, shadow, and approval gates reduce drift and prevent unverified promotion paths.

Controlled change management

Evidence-backed operations

Immutable evidence bundles and exportable records support audit, investigation, and executive review.

Defensible governance outcomes

Verification artifacts

EKO claims are backed by operational gates and documented evidence workflows, not dashboard-only assertions.

Replay and shadow gate workflow Fail-closed security posture Policy lifecycle and approvals Open proof center

Designed to evolve with your company

EKO evolves through governed change, not autonomous self-modification. As your policies, risk posture, and operating model change, controls can be updated with full review and auditability.

Policy change without blind drift

Policy updates follow explicit lifecycle workflows so behavior changes are reviewed before production impact.

Outcome: predictable control evolution

Replay and shadow before promotion

Candidate changes are validated against deterministic replay and shadow checks before release gates are cleared.

Outcome: safer upgrades

Calibration for changing economics

Financial Twin calibration keeps trust bands current as workload mix, cost patterns, and tenant behavior shift.

Outcome: sustained governance ROI

Why EKO is different

EKO is designed as institutional AI governance infrastructure, not a lightweight policy wrapper.

1) Fail-closed security posture

Zero-waiver supply-chain gates, signed-image controls, and hardened webhook verification reduce trust-by-default risk.

2) Institutional-grade governance

Dual-approval controls, immutable evidence bundles, and sovereign attestation checks provide durable governance confidence.

3) Financial Twin advantage

Calibration workflows and tenant-level explainability make cost, risk, and governance ROI measurable over time.

4) Deterministic replay reliability

Replay and shadow promotion discipline catches regressions early and supports high-confidence release decisions.

5) Operator-first experience

Governance cockpit workflows, async job management, and no-drift RLS posture are built for real operations teams.

EKO at the center of operations

EKO sits in the middle of your AI runtime, policy, approvals, and security boundaries to continuously govern high-impact decisions.

EKO Control Plane

Policy, approvals, evidence, audit, and runtime governance in one operating core.

LLM and agent runtimeRequest governance before model or tool actions.

Identity and accessTenant and role context enforce scoped governance decisions.

Security and supply chainFail-closed posture for signed artifacts and promotion trust.

Compliance and auditImmutable evidence bundles and exportable governance records.

Executive oversightConfidence scoring and policy health for go/no-go decisions.

Operator workflowsAsync governance jobs, replay discipline, and RLS no-drift posture.

Start by team function

Choose the path that matches your owner group so evaluation moves quickly.

For CISOs and security leads

Review fail-closed controls, signed artifact posture, and enforcement boundaries.

Review security controls

For platform engineering

Assess integration points, rollout sequence, and modular control-plane composition.

Review platform design

For governance and compliance

Evaluate evidence flow, approval gating, and audit export patterns for review workflows.

Review governance workflow

Professional AI governance starts with architecture

EKO is not a prompt wrapper. It is a control plane that makes policy, approval, evidence, and audit part of the runtime path.

Schedule architecture review Explore platform