AI Strategy & Discovery
Translate AI ambition into decisions you can act on
We help mid-market and enterprise teams move from AI curiosity to a structured path from idea to production. Our readiness assessments, discovery workshops, product discovery, and PoC development ensure your AI investment targets real business outcomes, not promising experiments that can't scale.
Where this usually goes wrong
The patterns we see most often before an engagement begins.
AI ambition without a plan
Most organizations want to use AI but cannot say which workflows are worth automating, or what success would look like.
Pilots that never scale
Projects stall in demo mode because nobody defined the production requirement, the data, or who owns it.
Unclear return
Without a costed, prioritized roadmap, AI spend becomes a series of experiments rather than an investment.
How we deliver
Four stages, each with something you can review before the next one starts.
Assess
We review your data estate, systems, and constraints against the outcomes you need.
Discover
Structured workshops capture how work actually happens, where decisions are made, and where AI changes the economics.
Validate
We build the smallest proof of concept that answers the riskiest technical question.
Prioritize
You get a sequenced roadmap with ROI estimates, dependencies, and a clear first release.
What's included
Outcomes
How you can work with us
Three ways to engage, so the shape of the work matches who owns delivery.
Discovery sprint
Two to four weeks of assessment, stakeholder workshops, and workflow mapping that end in a prioritised roadmap and a build-ready specification.
Best when the goal is still being chosen.
Proof of concept
A short build against the riskiest assumption in the plan, with an evaluation you can read before deciding whether to scale it.
Best when one use case has to be proven first.
AI advisory retainer
Ongoing review of proposals, vendor claims, and architecture decisions, so your team gets a second opinion before it commits.
Best when your own engineers own delivery.
What we build on
The platforms and frameworks we work with most often. We select on your constraints and existing contracts, not on a preference of ours.
Frequently asked questions
AI Strategy & Discovery by industry
The sectors where this work repeats most often, and the constraints each of them brings.