Short, practical briefs written by our engineers, the kind of guidance we wish existed when we started deploying privacy-preserving AI in real projects.
The four privacy-technology families solve different problems at very different costs. This is the decision logic we apply in proposals and client projects.
23 July 2026 · 6 min read
Read the brief → Federated learningFL is the default answer for multi-hospital AI, and rightly so. The distance between an FL paper and an FL pilot is where projects are won or lost.
23 July 2026 · 6 min read
Read the brief → Project engineeringEvery proposal promises TRL advancement. Few budget for what it actually involves. Our honest accounting, from many trips up this staircase.
23 July 2026 · 6 min read
Read the brief →We bring the same engineering realism to work-package design, KPIs and risk tables.