Runtime AI Governance
for Regulated Enterprises

Most organisations have AI policies, awareness, and risk assessments — but no runtime enforcement. Policy without enforcement is not control.

The Runtime AI Governance layer for enterprise AI.

OneCompliant™ sits above your gateways and models as the layer where policy, control, and evidence live — without replacing the infrastructure you already run.

Your AI gateway routes requests. OneCompliant governs them.

More than a prompt firewall, DLP control, or AI gateway. AYJIS connects runtime enforcement to enterprise policy, regulatory obligations, and audit evidence.

OneCompliant complements the tools you already run — model providers, AI gateways, cloud platforms, DLP, CASB, security tools, and governance platforms. It does not replace your technology stack; it governs what flows through it.

The EU AI Act applies in phases — not one deadline.

Some obligations are already in force, while high-risk requirements follow later milestones. Organisations should not wait for the final deadline to establish inventories, ownership, controls, documentation, and evidence.

The dates may have moved. The work did not disappear.

Applicability depends on whether the organisation acts as a provider, deployer, importer, distributor, authorised representative, or product manufacturer, and on the classification and intended purpose of each AI system. OneCompliant supports compliance readiness and operational control — it does not, on its own, guarantee legal compliance.

Start by understanding your real AI exposure.

OneCompliant identifies where AI is being used, what data is entering AI systems, which obligations apply, and where governance or runtime controls are missing. The entry point is the AI Risk Assessment — OASAT: a fixed-scope, fixed-price engagement that shows you exactly where you stand and gives you a prioritised plan to act on.

Assess · Govern · Enforce · Demonstrate.

One connected operating model — not four disconnected tools — that takes you from AI risk exposure to governed, audit-ready operations in a defined, repeatable sequence.

Related capabilities: AI Risk Assessment — OASAT · AI Governance Architecture — OASF · AI Awareness Programme — OASAP · Runtime Governance and Enforcement — AYJIS.

Deployed in a regulated enterprise.
Built on operational experience.

20+

Years in regulated enterprise security

60+

Person global InfoSec org led

5+

Languages — OASAP deployed

CISM

Active certification, DoD/DHS background

Built from decades of operational security leadership in organisations where security decisions affected patient safety, national infrastructure, regulatory compliance, and business continuity.

Case Study — Tier-1 European Telecom

Tier-1 European Telecommunications Operator

OneCompliant methodologies and governance capabilities — the AI Risk Assessment (OASAT), AI Governance Architecture (OASF) and AI Awareness Programme (OASAP) — deployed within a tier-one European telecommunications environment. AYJIS extends this operating model into runtime enforcement.

1

AI Risk Assessment (OASAT) — AI risk posture evaluated across business units, shadow AI usage mapped, regulatory gaps identified against NIS2 and GDPR

2

Governance Architecture (OASF) — AI governance and control architecture delivered, adopted as an operational standard by enterprise stakeholders

3

Awareness Programme (OASAP) — AI security awareness delivered across the organisation in multiple languages

4

Executive & Technical Briefings — AI security briefings delivered to security leadership, adopted as an operational reference

✓ 7,000+ employees reached through a live enterprise AI governance and awareness programme
✓ 5 awareness videos produced and published on the official LMS platform
✓ Governance architecture adopted by enterprise stakeholders
✓ 4 regulatory frameworks mapped — EU AI Act, NIS2, GDPR, NIST AI RMF
✓ AI security briefings adopted as an operational reference across the security organisation

Read the full case study & more engagements

Kevin Wade Stout

Founder & Managing Director · Chief Architect, OneCompliant platform

Built on two decades of frontline security leadership — a 60+ person global security organisation at Merck KGaA, embedded AI Security Executive at a Tier-1 European telecom, and senior US DoD and DHS roles with Top Secret/SCI clearance.

CISM DoD/DHS US Air Force Merck KGaA Top Secret/SCI EU AI Act

Founder Profile Assess Your AI Exposure

Built for regulated environments.

Practitioner-led AI security & governance intelligence.

Field analysis from 20+ years inside regulated enterprise security — agentic AI, runtime governance, OT, and the regulatory shifts reshaping it. The same thinking behind the platform.

Turning governed AI into insurable risk.

AI Risk Quantification — OCiF™ is an emerging capability designed to support insurers, brokers, and enterprises in evaluating insurable AI and cyber risk — translating governance maturity and AI attack surface into an underwriting-grade risk score. It is a research and development direction, distinct from OneCompliant's deployed enterprise capabilities.

Governing the AI that governs itself.

Today, AI sits between your people and a model. Tomorrow, autonomous agents will plan and act on your behalf — faster than anyone can approve each step by hand. Governance stops being about checking a prompt and becomes about setting policy, constraining authority, and proving what an agent did.

That shift has started, and so have we. The first agentic-governance layer is live in AYJIS early access: registered agent identities with accountable owners, machine-readable authority envelopes, pre-action PERMIT / DENY / REQUIRE_APPROVAL decisions, human approval for consequential actions, and execution receipts — for actions routed through AYJIS. Models will change. Agent frameworks will change. The need to trust, constrain, and prove what AI does will not.

We don't disappear after the assessment.

OneCompliant is designed as a long-term governance partner. As AI evolves, regulations mature, and new models enter your organisation, governance must evolve with them.

We help customers continuously assess, govern, enforce, and demonstrate AI trust — not through one-off projects, but through an ongoing governance relationship.