AI transformation and execution.
From strategy to shipped product. We embed with your team, build AI fluency, and deliver working systems you own and operate.
The capability to move at a different speed.
Here is what that looks like in practice. A FTSE-listed UK insurer asked us to build the capability across a product function of 43 people, in four locations, to deliver at a fundamentally faster cadence inside one of the most significant modernisation programmes the business has run. The same step-change is what we build for you.
The read
Capability, assessed cohort by cohort.
Who is ready for an AI-augmented practice, who needs development, and who needs a different path. An honest baseline, not a vanity score, and the foundation everything else builds on.
Your ceiling, raised
When teams learn to operate at a fundamentally different pace, the work changes in kind, not just quantity. We find what is holding your speed back, make it measurable, and build the conditions to remove it permanently.
Your people, honestly read
An assessment across every cohort: who is ready for an AI-augmented practice today, who needs development first, and who needs a different path. The foundation everything else accelerates from.
A system that compounds
Role-specific assistants, playbooks, prompt libraries and self-serve onboarding, built with your teams. When the engagement ends, the pace keeps building.
Client anonymised at their request. The dashboard above is an illustrative representation, not the client’s data.
Strategy, coaching, and enablement, in sequence.
Strategy without enablement is a slide deck. Tools without coaching gather dust. We do all three inside your function, and we hand the result over.
01
Design
In the browser, not a static file
02
Build
Shipped directly as code
03
Own
Capability your team keeps
AI transformation strategy
An honest read on where you are. Capability assessed cohort by cohort, the value stream mapped to where it actually stalls, and an operating model set to how your teams really work.
- →Capability baseline
- →Value stream mapping
- →Operating model & governance
Embedded coaching & mentoring
Hands-on and embedded, not classroom. We coach role-based pathways on live work, building the AI capability and product thinking that make it stick.
- →Role-based pathways
- →Pairing on real work
- →Communities of practice
AI enablement
A living knowledge system your function owns and keeps. Role-specific assistants, custom integrations, prompt libraries and playbooks that new starters learn from independently.
- →Shared assistants & integrations
- →Playbooks & prompt libraries
- →Self-serve onboarding
The system you keep
A living knowledge system, owned by your team.
Role-specific assistants, custom integrations, prompt libraries and playbooks that new starters learn from independently. When the engagement ends, the capability stays with you.
Intelligence is not a tool you buy. It is a capability your team builds, owns and keeps.
From strategy to shipped product.
The capability behind the coaching. We bring it directly to product work when that is what a team needs.
Built across
- Claude
- ChatGPT
- Copilot
- Gemini
- ElevenLabs
Product & UI design
Interfaces, flows, and full applications designed and shipped as a working build, not a Figma file.
AI-native design systems
Tokens, components, and documentation structured for agents and designers to extend together.
AI agent workflows
Multi-agent pipelines for content, research, and internal tooling, wired into Confluence, Jira, and Teams.
Software & game development
End-to-end builds, from internal tools to standalone products and games, shipped as live software.
By programme, by sprint, or retained.
We work directly in your stack and inside your function, not from a deck. Deepest in banking, insurance, and regulated enterprise, with further depth in energy, gaming, and media.
Transformation programmes
Our core engagement. Structured, cohort-based work that builds AI fluency across product and engineering functions, with governance and steering throughout.
Embedded for sprints
We join your team and ship inside your stack, design and engineering in the same sprint. Best when you need senior capability fast.
Retained partnership
An ongoing arrangement for product leaders who want senior design, build, and AI capability on call, without a full-time hire.
Who we work with
Startups
Early-stage founders and Series A/B teams shipping a first product or preparing to raise. Senior design and engineering on demand, without a full-time hire.
SMEs
Established small and mid-sized businesses putting AI into everyday workflows rather than pilots. Practical change to how the team already works.
Agencies
Design and product agencies that need extra senior capacity, or AI capability to offer their own clients, on a partner or white-label basis.
Enterprise
Product and engineering functions in banking, insurance, and regulated enterprise, running structured AI transformation embedded in how the teams already work.
Founder-led, senior by default.
Cooper Banfield is led by its founder, PJ Cooper, a product designer and design engineer with more than 15 years building for regulated, enterprise, and consumer brands. Every engagement is run by senior practitioners, not staffed out to a bench.
Brands the founder has built for
Field notes.
Know your regulatory exposure before you build.
Describe your financial services AI use case and get a structured map of UK regulation that applies — FCA, PRA, ICO, UK GDPR, Equality Act, SMCR, and more. In under a minute.
“They did not arrive with a deck and a theory. They sat with our teams, learned how the work actually moved, and gave us an honest read we could act on.”
Chief Product & Design Officer
UK insurer
“The difference was the handover. We did not end up dependent on a consultant. We ended up with a way of working, and the people to keep it running.”
Head of Product
Financial services
We take on a small number of engagements in banking, insurance, and regulated enterprise at a time.
Let’s talk about what you’re building.
Tell us a little about your team or product and where you are with AI. We will come back with a considered view, not a sales pitch. We take on a small number of engagements at a time.