Chris Rogers
Fractional CTO · AI Venture Partner · Full-stack builder
Book me for a month to validate the idea, wire the data, integrate the AI, and ship a production-ready prototype with telemetry and security artefacts you can defend to any board.
£44M+
New revenue for Shell
Commercial AI programs with defensible ROI
21 Days
Concept → production
3-2-1 Launch cadence, telemetry included
99.9%
Accuracy & audit
Regulator-grade LLM + data governance
What you can buy this month
Pick the engagement that matches your urgency: a 4-week AI prototype to validate a new line, an integration pod to wire copilots into core systems, or an exec enablement tower to steer AI safely. Every package is scoped, priced, and delivered by me end-to-end.
Full-stack AI prototype that proves the commercial story before you hire a team.
Embed AI copilots and automation inside existing policy, claims, or finance flows without pausing BAU.
Give founders and insurers a live scorecard, governance model, and comms kit to scale AI safely.
| Program | Duration | Investment | Outcome |
|---|---|---|---|
| Rapid AI Venture Sprint | 4 Weeks | Fixed £20k | Full-stack AI prototype that proves the commercial story before you hire a team. |
| AI Integration & Automation Pod | 4 Weeks | From £16k | Embed AI copilots and automation inside existing policy, claims, or finance flows without pausing BAU. |
| AI Control Tower & Exec Enablement | 3 Weeks | From £12k | Give founders and insurers a live scorecard, governance model, and comms kit to scale AI safely. |
What you get
Every engagement is personal: I architect, build, instrument, and ship the product myself. Fees stay tight between £12k and £20k, with telemetry, security, and executive comms baked in so you can defend the spend.
Playbook
3-2-1 Launch cadence with board reporting every Friday.
Coverage
Strategy, architecture, code, data, ops, and GTM in one contract.
Pick the accountability level you need—embedded fractional CTO, 3-2-1 sprint, or production pod. Every package is designed for busy SME owners and global insurers who need clear governance, measurable ROI, and one senior partner who can architect, code, and communicate with the board.
Board-level AI leadership embedded inside your business. Architecture, vendor decisions, hiring, and executive communication handled by one accountable partner.
The signature sprint that turns a concept into a production-grade AI prototype in three weeks, complete with telemetry and operational guardrails.
Full-stack TypeScript, Python, and infrastructure delivery that scales from pilot to enterprise roll-out without handing off to bloated teams.
Specialist pods for policy, claims, and reporting teams that need automation without derailing BAU operations.
SYSTEMS & STACK
SECTOR EXPERTISE
Let's align your board, SMEs, and technology teams around a 21-day path to production.
Every engagement runs on the same battle-tested cadence: 3 days of clarity, 2 weeks of build, 1 week of productionisation. It removes handoffs, keeps compliance inline, and guarantees a tangible asset at the end of the sprint.
Strategy lab with board and operators to define why the AI initiative matters commercially.
Design, build, and instrument the product. Data, LLMs, and frontends created together—no handoffs.
Hardening, integration, training, and GTM enablement. Everything is productionised and documented.
Engagement Options
Embedded with founders or exec committee for 2-3 days per week. Ideal for insurers and PE-backed SMEs that need senior leadership without hiring a permanent CTO.
Rapid AI prototyping that lands a production-ready pilot in 21 days, including telemetry, compliance, and handover.
Full-stack build-out or remediation of existing platforms, complete with MLOps, DevSecOps, and observability.
Hooks & Guarantees
These are the non-negotiables every client receives—designed so SMEs, global insurers, and investors know exactly what they are buying.
Want to see if the cadence fits your programme or underwriting cycle? I'll walk your team through the playbook on a 30-minute working session.
Book the working session↗From enterprise architecture to AI implementation, I've delivered transformative solutions for Shell, UK Government, and leading insurance firms
Shell Global
2022-2023
Delivered £44M incremental revenue through AI-powered sales optimization. Achieved 12% sales lift across Shell's global retail network using advanced ML models and real-time telemetry.
UK Government
2023
Designed and implemented enterprise LLM platform for regulatory compliance. Built RAG systems processing millions of documents with 99.9% accuracy.
M&A Platform (PE-Backed)
2021-2022
Built AI-powered due diligence platform from zero to acquisition. Automated 80% of manual analysis tasks using NLP and computer vision.
Production-grade implementations with GPT-4, Claude, and open-source models
Scalable AI platforms handling millions of transactions daily
End-to-end MLOps with Azure ML, AWS SageMaker, and custom solutions
From concept to production MVP in 3 weeks with the 3-2-1 framework
3-week sprints from strategy to production. No lengthy discovery phases.
End-to-end delivery from architecture to deployment. One expert, no handoffs.
Track record of delivering measurable business outcomes, not just POCs.
Contact
Fixed-fee sprints now cap at £20k, with integration pods and exec enablement from £12k. Drop a note and I'll reply within a day with availability, scope, and the fastest path to value.
Direct line
Every enquiry lands in my inbox—no SDRs, no hand-offs. Tell me the commercial outcome you need, and I'll map the sprint structure back within 24 hours.
chris@3-2-1.io
Location
London, UK
Response time
Under 24 hours | WhatsApp and Loom ready
Recent wins
Prefer email? Send details straight to chris@3-2-1.io
Fractional CTO & AI Venture Partner. Transforming businesses with cutting-edge AI solutions from the heart of London's tech district.
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