Strategy and architecture from someone who actually builds.
Not advisory decks. Structured deliverables: architecture blueprints, build-vs-buy analysis, capability assessments, and technical due diligence — all from a practitioner who ships production AI.
We audit your current AI stack — data pipeline, model serving, observability — and return a written report with prioritised recommendations.
AI strategy & roadmap
Where to apply AI for measurable ROI, in what order, and how to build organisational capability alongside the technology.
Build vs. buy analysis
Honest assessment of whether to use an off-the-shelf API, fine-tune an open model, or build custom — with cost and risk modelling for each path.
Technical due diligence
For investors and acquirers: we evaluate AI product claims, model quality, data quality, infrastructure, and team capability.
Capability gap assessment
We map your current AI capability against your goals, identify the gaps, and produce a prioritised plan to close them — with realistic timelines and costs.
Team upskilling brief
A structured programme brief — what your engineers need to learn, in what order, with resources — so your team can own the AI work long-term.
Decisions backed by someone who ships.
1–2
Weeks to written deliverable
6+
AI systems built & in production
0
Slide decks without code to back them
Get the architecture right before you build it wrong.
Fixed-fee, written deliverables. Completed in 1–2 weeks.