Tim Robinson • UK
I fix how organisations work.
20+ years in organisational transformation. AI is the most powerful tool I've ever had for doing it. I don't just advise on AI — I build it. If you're looking for someone who's been solving these problems since before the hype, let's talk.
The problem I solve
Progress has slowed — not because people aren't capable, but because the system they're operating in has reached its limits.
Decisions take too long. Learning is slow. Effort doesn't translate cleanly into outcomes. The friction is almost always structural, not personal — and working harder won't fix it.
I work where problems are messy, ownership is unclear, and simple answers have already failed. I identify where the constraint actually sits, and I help redesign how work, decisions, and learning flow.
20+ years in organisational transformation and agile delivery
AI Advisor in Residence, SETsquared Bath
Co-author, The Generative Organization (with Bryan Cassady)
Trained several hundred people in AI adoption
7+ production AI products built and shipped
Royal Navy veteran
Patterns I Recognise
Does this sound familiar?
These are the problems I see again and again. The details change, but the structural patterns underneath are remarkably consistent.
The transformation that stalled
You invested in agile, SAFe, or some flavour of transformation. Teams adopted the ceremonies but the underlying decision-making never changed. Progress slowed and people are tired.
The constraint is usually structural — information doesn’t flow, decisions take too long, and feedback loops are broken. The framework wasn’t the problem. The operating model was.
AI adoption that’s going nowhere
You’ve run pilots, done training, maybe built a chatbot. But nothing has stuck and the organisation is no more capable than it was six months ago.
AI tools bolted onto an operating model that wasn’t designed for them won’t create change. The model needs to evolve first — then AI accelerates it.
Product teams hitting a ceiling
You’re shipping features but not fast enough. Learning but not systematically. Everyone’s working hard, but effort doesn’t translate cleanly into outcomes.
The constraint isn’t effort or capability — it’s how work, decisions, and learning actually flow. When those are misaligned, working harder makes things worse.
The executive who can’t get a straight answer
You know something is wrong. Every consultant gives you a framework, not a diagnosis. You need someone who will tell you what they actually see.
Most consultants sell methodology. What you need is someone close enough to the work to see the real constraint — and direct enough to name it.
How I Work
Two ways to engage.
For leaders whose change has stalled
Diagnostic & Transformation
I start with diagnosis, not solutions. Understanding what’s structurally stuck before recommending what to change — because the wrong intervention at the wrong layer makes things worse.
- Organisational and delivery diagnostics
- Operating model redesign
- Agile transformation and coaching
- Leadership advisory
- Day-rate or fixed-price outcomes
Senior leaders who need clarity on what’s structurally wrong — and someone who’ll name it.
For organisations ready to move beyond pilots
AI Capability Building
Practical AI adoption that sticks. Not tool demos — real capability building embedded in how your teams already work. I’ve trained hundreds and built the products to prove the approach works.
- AI readiness assessments and training
- Operating model redesign for AI-native working
- Governance-by-design frameworks
- Hands-on tool integration and workflow embedding
Organisations that need AI capability, not just AI awareness — from someone who actually builds it.
What I Build
I don't just advise on AI. I build it.
These are products I've built. They exist. You can use them. When I talk about AI, it comes from practice — not slides.
EvaCares
Voice AI wellbeing calls for elderly people. Phone-first, no new devices needed. Born from a personal challenge — reducing isolation for my father.
PodGuide
Full-lifecycle AI co-pilot for podcasters: episode planning, live interview modes including an autonomous AI interviewer, and 10+ content pieces per episode.
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.
OBD-AI
Vehicle diagnostics meets natural language. AI Mechanic correlates symptoms with live sensor data. Web Bluetooth — no app required.
GEO
Generative Engine Optimisation — built frameworks and tooling for AI retrieval before "GEO" was a category. Scrapes, analyses, and provides detailed guidance on content refactoring.
LLM Cost Calculator
Interactive tool comparing real costs of cloud LLM APIs vs self-hosted inference. Hardware amortisation, electricity, and token caching savings.
The Book
The Generative Organization
Co-authored with Bryan Cassady. A field guide for leaders navigating organisational transformation with AI — not theory, but practical patterns from practitioners who've done the work. Available free, because we care about people using the tools, not buying books they do nothing with.
Talk to my AI
Ask me anything. Literally.
This is an AI trained on my diagnostic approach, transformation methodology, and thinking. Ask it about organisational change, AI adoption, operating model design, or anything else. It starts with understanding your problem — not selling solutions.
Suggested questions:
Hi! I'm Tim's AI assistant. Ask me about organisational transformation, AI adoption, or how to work with Tim.
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Where to Find Me
In person and online.
SETsquared Bath Sessions
As AI Advisor in Residence, you'll find me at First Thursday sessions and Third Thursday co-working at SETsquared Bath Innovation Centre.
Long-form Articles
I share my thinking on transformation, organisational design, and applied AI through in-depth articles.
Connect on LinkedIn
Always happy to discuss transformation, AI adoption, and the messy problems that sit between the two.
Thinking
From the blog
On transformation, organisational design, product operations, and applied AI.
the false ecconomy of lobsters
why a middleware can be a hinderance
The new bottleneck isn't productivity. It's verification.
AI has collapsed the cost of building. The constraint that replaced it — knowing whether what you built is correct — is one most organisations haven't started solving.
Rapid Experimentation: How AI Transforms the Economics of Delivery
The most expensive product decision isn't selecting the wrong feature—it's failing to test alternatives. AI fundamentally inverts the economics of product delivery.
FAQ
Common questions.
What kind of organisations do you work with?
I work with organisations where progress has slowed — not because people aren’t capable, but because the system has reached its limits. That might be a large enterprise whose transformation has stalled, or a smaller organisation trying to make AI stick. The common thread is: something structural needs to change.
How is this different from a management consultancy?
I don’t sell frameworks or methodology. I diagnose what’s structurally stuck, name it clearly, and help you redesign how work, decisions, and learning actually flow. And unlike most consultants in this space, I actually build AI products — so the advice comes from practice, not theory.
Do I need to have started an AI initiative already?
No. Some clients come to me because their AI adoption isn’t landing. Others come because their transformation stalled long before AI entered the picture. I work at the intersection — the operating model problems are often the same regardless of whether AI is involved yet.
What does a typical engagement look like?
It starts with a conversation. From there it might be a short diagnostic, a coaching engagement, a training programme, or an ongoing advisory relationship. I work on day-rate or fixed-price outcomes, and I start with diagnosis — not solutions.
Start here
If your transformation has stalled — or you're not sure where AI fits — let's talk.
A short conversation is usually enough to know whether I can help.
Start a conversation