We structure and prove
AI transformation
before anyone builds.
Senior product leadership and solution architecture, embedded inside industrial and knowledge-services organisations. Diagnostics first. Engineering only once the value is proven.
fMRI network · episode
parameters
From the team behind Synthetic Users · delivered for
Four things a serious transformation partner has to get right.
Diagnose before building
Workflow diagnostics come first. Build is a later, gated phase.
PM support now
Senior product managers embedded to lay the work out properly.
Architecture next
Solution architecture as workflow designs and data mapping mature.
Senior & agile
Test / learn / fail. Boutique economics. Senior people, no body-shop.
Not another integrator.
The mainstream program spends the budget before it proves the value. We invert it.
The thesis
We put senior product leadership and solution architecture inside industrial organisations — and prove every workflow on a baseline and a delta before a line of production code is written.
- Automotive
- Aerospace & defence
- Agriculture / off-highway
- Luxury
- Consumer electronics
- Technical documentation & localization
Start with a paid two-week discovery sprint.
Proof, not claims. Fixed fee, capped, and credited against continued Phase 1 if we proceed.