Services

I work with senior engineering leaders and founders who need clarity on execution, architecture, or AI integration — not more frameworks, not more slides.

AI Execution Advisory

Most organisations know they need to use AI. Few know where it actually fits in their delivery process — or what governance it requires when it gets there.

I help leadership teams define where AI belongs in their workflows, what boundaries it needs, who owns the output, and how to move from proof of concept to production without creating unmanaged risk.

Outcomes

Clear AI adoption roadmap tied to actual delivery workflows
Defined ownership and accountability for AI-driven outputs
Governance model for AI in production environments
Risk assessment before, not after, deployment

Architecture & Delivery Review

When delivery slows, the cause is rarely one thing. It is usually the accumulation of architectural drift, unclear ownership, and governance gaps that have compounded over time.

I conduct structured reviews of your system architecture and delivery pipeline — identifying where friction lives, where risk is concentrated, and what changes will have the highest structural impact.

Outcomes

Independent assessment of architecture and delivery health
Identification of systemic bottlenecks and governance gaps
Prioritised recommendations with clear rationale
Alignment between technical architecture and delivery cadence

Applied AI Integration Strategy

AI integration is not a technology project. It is a systems design problem. The model is the easy part. The hard part is defining how it interacts with your data, your processes, your release cycle, and your team's capacity to maintain it.

I design AI integration strategies that fit your existing architecture — not the other way around. Grounded in production realities, not vendor promises.

Outcomes

Integration blueprint aligned to your current architecture
Data flow and dependency mapping for AI components
Operational readiness criteria for AI in production
Maintenance and monitoring strategy from day one

How I Work

Every engagement starts with listening. I need to understand your system, your constraints, and what has already been tried before I form a view.

I work directly with senior leaders. No account managers. No junior consultants parachuted in. You get me, the thinking, and the clarity you need to make decisions.

I do not publish pricing because every engagement is different. If you think we should talk, start a conversation.