You may already have AI policies, risk requirements, governance frameworks or internal standards. The harder part is turning them into something that works in real production systems.

I work with organisations to design and implement AI governance across applications, agents, platforms and workflows.

Where I can help

• AI governance architecture and implementation
• Translating policy and risk requirements into technical capabilities
• Governance for AI applications, models, agents, tools, data and workflows
• Technical controls and policy enforcement
• Human oversight, review, approval and escalation
• AI assurance, evaluation and monitoring
• Evidence, traceability and auditability
• Integration with existing governance, cloud and engineering systems

Work with what you already have

You do not need to replace your existing architecture or governance tooling.

I can work with your current platforms, controls and workflows, or use ARCS Control Hub where it provides a useful fit. The objective is to implement the governance capabilities you need rather than force every problem into one product.

Flexible ways to work together

I can work with organisations through focused implementation projects, contract engagements or fractional support, depending on the scope and what your team needs.

Hands on engineering experience

I am an AI Governance Implementation Consultant and senior software engineer with 18 years of experience across Intel, IBM, Mastercard and Boeing.

My background includes enterprise APIs, rules engines, fraud prevention, high volume transaction systems, cloud platforms and production software architecture.

I am also the founder and builder of ARCS Control Hub and the sole inventor on four granted patents.