Tools you can use right now
Client-facing tools that demonstrate the working method. Each one exists because an engagement needed it.
2026
Flowscope
Value stream mapping rebuilt as an AI-coached conversation. Describe your process in plain language; get an editable map, journey-to-stream pairing, and AI-ranked improvement opportunities. Canonical Lean work, delivered the way I think it should be now.
This is "agile + AI" as a working tool rather than a slide.
View project →2025
AI in My Business survey
A 3-minute natural-language survey that returns personalised, AI-generated advice on where your organisation actually stands. Free.
Diagnosis-first thinking, automated end to end.
View project →2026
LLM Cost Calculator
Interactive tool comparing real costs of cloud LLM APIs vs self-hosted inference. Hardware amortisation, electricity, and token caching savings.
The economics of AI, with the honest numbers shown.
View project →Products in the wild
Shipped, live, used by real people. When I advise on getting AI to production, this is where the advice comes from.
2023
DailyFriend
Voice AI wellbeing calls for elderly people. Phone-first, no new devices needed. Born from a personal challenge — reducing isolation for my father.
Voice AI in production with the least technical user base imaginable.
View project →2026
PodGuide
Full-lifecycle AI co-pilot for podcasters: episode planning, live interview modes including an autonomous AI interviewer, and 10+ content pieces per episode.
Agentic AI through a complete real-world workflow, not a demo step.
View project →2024
Delphi Decision Co-Pilot
Multi-round AI engine for strategic decisions. Produces cited consensus positions, epistemic stress tests, counterfactual risk analysis, and a full decision canvas.
AI applied to the hardest part of organisations: deciding. I use it on my own strategy, and publish what it says.
View project →Research that feeds the client work
The weirder shelf. Each of these taught me something I now use in engagements.
2026
OBD-AI
Vehicle diagnostics meets natural language. AI Mechanic correlates symptoms with live sensor data. Web Bluetooth — no app required.
Grounding LLMs in live sensor data, and diagnosis as a product pattern.
View project →2023
GEO
Generative Engine Optimisation — frameworks and tooling for AI retrieval before "GEO" was a category. Scrapes, analyses, and provides detailed guidance on content refactoring.
Seeing the category before it had a name.
2026
Nix
An AI system with persistent memory, graduated autonomy, and structured self-reflection — it runs parts of my own business operations and writes its own blog on this site.
The questions your AI governance programme is wrestling with (memory, autonomy, accountability), explored in a live system rather than a policy paper.
View project →Want this muscle on your constraint?
The PoC Sprint applies the same build-fast-and-prove-it approach to your organisation's constraint, with your people in the build and a clean handoff at the end.
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