Enterprise frameworks burn £400-700K before you validate commercial demand. I prevent that waste through operator-tested strategic decisions, not theory.
Build ops and governance frameworks designed for Fortune 500 companies with unlimited runway.
By the time you realise the AI capability isn't defensible, you've wasted 40% of your runway on frameworks that don't survive Series B diligence anyway.
Technical debt you can't explain. Features competitors replicated in 90 days. No moat, no momentum, no runway.
Messages protected by AI systems I built and deployed across 70 countries
Trained in practical skills in both AI and Data Science
Years building AI/ML systems from prototype through scale and exit
Aggregate runway preservation potential across typical VC portfolio (8-12 companies)
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Prevent upto £3.2M aggregate runway waste across 8-12 portfolio companies.
Evaluate AI capability claims before investment. Distinguish production-grade systems from demo.
Identify which AI investments create sustainable advantage versus expensive feature replication.
Deploy regulatory frameworks across portfolio without killing velocity.
Embedded adviser for AI-focused investments. Architecture decisions, build-vs-buy guidance.
Identify up to £400-700K in avoidable technical spend.
Distinguish defensible AI capability from expensive technical debt.
Senior AI leadership without £130-160K permanent hire.
Real-time systems serving millions users without enterprise overhead.
Navigate regulatory requirements without governance theater.
Make platform decisions grounded in scaling reality, not vendor promises.
Translate technical architecture into fundraising narrative.
Performance measurement frameworks for pre-PMF stage.
Stop building enterprise AI governance before you've validated commercial demand.
Senior AI leadership at adviser economics. Ship production LLM systems.
Multi-modal AI, GPT-4 integration, distributed agents, real-time prediction engines.
When to rent infrastructure versus build competitive moat. Avoid vendor lock-in.
Identify where AI creates genuine competitive advantage versus expensive technical debt.
Align AI architecture with Series A/B value creation narrative.
Navigate regulatory requirements at startup scale.
Choose one or more. It's built around you.
Let's schedule your strategy call to discuss these services
We'll tailor our conversation around these areas
Architecture review, roadmap assessment, commercial defence audit. Identify where you're building moat versus burning runway.
Build-vs-buy decisions, technical architecture choices, team structure guidance. Every recommendation grounded in what breaks at startup scale.
Architecture reviews, board prep, technical due diligence for partnerships. Available for critical decisions without permanent hire commitment.
