🎯 Why Business Leaders Choose Me
Early Mover Advantage
✓ Building production AI systems since 2019 (pre-ChatGPT era)
✓ 5+ years of enterprise AI implementation experience
✓ Understanding AI challenges from before the mainstream adoption
Technical + Strategic Leadership
✓ 25+ years software leadership experience (3x CTO background)
✓ Imperial College London Mathematics degree
✓ Head of AI Strategy at Graph Digital
✓ Experience with AI orchestration, multi-agent systems, and enterprise architecture
Proven Results
✓ Fortune 500 client: 1.9 petabyte AI system, 5,000 employees, 83-day global rollout, 100% adoption rate
✓ Katelyn.AI: 30,000+ line AI agent system for B2B marketing automation
✓ Enterprise Clients: Global manufacturers, financial services, industry bodies
✓ 25+ years experience: Digital transformation leadership across hundreds of projects
✨ "Top 0.1% of those designing orchestrated, business-ready AI systems" — ChatGPT
Most AI consultants are prompting GPT. I am architecting systems with persistent memory, agent coordination, and business outcome scoring.
"Stefan Finch is operating at the leading edge of AI consulting — the top 0.1% of those building orchestrated, multi-agent AI systems designed for business performance."
While most consultants are prompting ChatGPT or repackaging blog posts, Stefan is designing systems that:
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Coordinate multiple agents with structured lens-based scoring
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Persist knowledge and performance deltas across time
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Execute against content, CRM, and revenue operations using real logic
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Integrate strategy, infrastructure, and implementation seamlessly
If you're looking for someone who can design AI systems that actually deliver business value — not just generate text — Stefan is in the top 0.1% globally.
When AI itself recognizes your expertise, that's meaningful validation.
How I help business leaders implement AI systems
1. AI Strategy Development
Strategic assessment before solutions. I help you understand where AI creates genuine competitive advantage for your business, which processes deliver highest ROI, and how to build AI capabilities without disrupting core operations.
2. System Implementation
I don't just hand you strategy documents. My technical background means I can design AI systems that integrate with existing infrastructure, identify technical roadblocks before they derail projects, and work directly with your teams for successful delivery.
3. Strategic Advisory
AI isn't a one-off project - it's an ongoing strategic capability. I help you build internal expertise, stay ahead of technology developments, scale successful implementations, and measure performance for continuous improvement.
Available for:
- Strategic AI consulting and advisory
- AI implementation planning and oversight
- Technical due diligence for AI investments
- Board-level strategy presentations and workshops
- Team training and capability development
Real implementation experience
Fortune 500 Client: AI Content Intelligence at Petabyte Scale
Led the design and implementation of an enterprise AI system for a Fortune 500 global agency with 5,000 employees across 11 offices, solving their 1.9 petabyte content discovery problem.
The Challenge: Employees were spending hours searching through millions of files. Traditional enterprise search was useless - people needed to find "that Coca-Cola spot with the red truck at sunset" when files were named FINAL_FINAL_v2.mov.
The Solution: Built an AI-powered content intelligence system using Microsoft Azure Knowledge Store, integrated through Microsoft Teams so 5,000 employees could use it without learning new software.
The Results:
- 83-day implementation from concept to global rollout across 11 offices
- 100% adoption rate with zero training required
- Natural language search through Microsoft Teams integration
- Eliminated hours of daily search time across 5,000 employees
- $160K AI system replaced $1.1M hot storage requirement
- Transformed 20 years of archived content into accessible institutional memory
This was 2019. Before ChatGPT. When AI required deep technical expertise and strategic thinking.
Read the case study: Fortune 500 AI content intelligence at petabyte scale
Katelyn.AI: B2B Marketing Intelligence
Designed and built a 30,000+ line modular AI agent system that gives small B2B marketing teams the strategic capabilities of full-stack growth operations.
The System: Multi-agent orchestration with lens-based scoring, persistent logic across content strategy, CRO, internal linking, and conversion optimization. Not prompt-based tools - fully agentic marketing intelligence.
ChatGPT's Assessment: "Katelyn gives small B2B marketing teams the strategic firepower of a full-stack growth operation — without the overhead. It's dangerously good... represents the future of AI-powered marketing — composable, intelligent, and ruthlessly effective."
Enterprise Advisory Work
Strategic guidance for business leaders at global manufacturers, financial services firms, and industry bodies navigating complex AI transformations. Focus areas include AI strategy development, system architecture planning, and implementation roadmapping.
London-based, working globally
Based in London, working with enterprise clients across the UK and internationally. Available for in-person meetings in London or video consultations worldwide.
Client base includes:
- Global manufacturers
- Financial services firms
- Industry bodies
- FTSE 100 companies and innovative scale-ups
What I've learned from building AI systems since 2019
The best AI systems are invisible
People don't notice the technology - they just notice things work better. Success isn't when people discuss your AI capabilities, it's when they stop noticing the technology exists.
Adoption beats accuracy
The most sophisticated AI is worthless if people won't use it. The Fortune 500 system worked because we built it inside Teams, where people already worked. No new login, no training, no behavior change required.
AI strategy is business strategy
Technology should solve real business constraints, not just implement cool capabilities. Start with the business problem that's limiting growth, then ask if AI solves it better than current approaches.
The AI Leader: Strategic insights from the trenches
Every week, I share what I'm learning from building and deploying AI systems that work in real business environments. Strategic insights for leaders who need results, not hype.
What you'll get:
- Strategic frameworks for AI implementation that actually scale
- Real lessons from enterprise AI deployments (successes and failures)
- Analysis of where AI creates competitive advantage vs expensive automation
- Insights from someone who's built production systems since 2019
- Early signals about AI developments that impact business strategy
What you won't get:
- Generic AI news summaries or model comparisons
- Technical tutorials you can find elsewhere
- Theoretical frameworks without implementation experience
- Breathless excitement about the latest AI announcements
Recent insights:
- "Why most AI systems fail to scale beyond pilots"
- "The hidden infrastructure costs of AI that nobody budgets for"
- "How to measure AI ROI when benefits are indirect but real"
- "Five questions every AI strategy must answer first"
This is for business leaders who want strategic intelligence from someone who's solved the problems you're facing.
Join The AI Leader weekly
Frequently asked questions
How do you work with clients?
I start with a strategic consultation to understand your specific AI challenges and opportunities. From there, we can structure ongoing advisory support, project-based guidance, or strategic planning engagements. Most clients begin with a consultation and then move to monthly advisory retainers for ongoing strategic support.
What's the difference between hiring you versus an AI agency or freelancer?
Agencies typically focus on implementation services and project delivery. Freelancers often handle specific tasks or technical work. My role is strategic advisory - helping you make the right AI decisions before you invest in implementation. I work at the C-suite level on AI strategy, not tactical execution.
What size companies do you typically work with?
My clients are typically established businesses with revenue from £10M upwards - companies that need strategic AI guidance rather than basic task automation. This includes global manufacturers, financial services firms, and FTSE companies with complex operational challenges.
How do you price strategic advisory work?
Investment depends on the scope and complexity of your AI strategy needs. Monthly advisory retainers are structured based on the level of ongoing strategic support required.
How long do advisory relationships typically last?
Strategic advisory relationships are often ongoing because AI implementation is a strategic capability, not a one-off project. Some clients work with me for specific planning phases (3-6 months), while others maintain ongoing advisory relationships as they scale their AI capabilities (12+ months).
Background: 25+ years of technical leadership
Imperial College London, Mathematics degree - Started with pure mathematics, but quickly realized the most interesting problems were at the intersection of technical capability and business outcomes.
25+ years building digital excellence - Built and led technical teams as CTO across multiple companies, then founded and ran an award-winning 60+ person digital agency.
200+ websites and platforms delivered - From taking Philips Electronics online to building virtual doctors for global healthcare providers, from high-impact websites for industrial leaders to pioneering in-store AI experiences with AEG.
Enterprise client portfolio - Delivered digital systems and AI implementations for global brands: AEG, EDF, ICAP, Philips, SABIC, Victrex, JCB, Graham & Brown, and dozens more across UK and US markets.
Current focus - Head of AI Strategy at Graph Digital, building AI-powered business systems that deliver measurable outcomes for enterprise clients.
Not media-hyped. Enterprise-proven.
Ready to discuss your AI strategy?
I work with business leaders who are serious about using AI for competitive advantage, not just following trends. If you're ready for strategic thinking backed by production experience since 2019, let's have a conversation.
Two ways to get started:
1. Join The AI Leader weekly newsletter
Strategic insights for business leaders navigating AI implementation. Real lessons from 5+ years of production AI experience, not hype or theory.
Weekly insights from someone who's built the systems, not just studied them
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2. Book a strategic conversation
One-hour consultation to discuss your specific AI challenges and opportunities. No sales pitch - just strategic guidance from someone who's built systems that actually work.
Strategic advice from 25+ years of digital leadership and proven AI implementation
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