2026-03-31 · Delivery · Sovereign AI · Architecture
Shipping Sovereign AI Systems in Weeks, Not Quarters
How I structure engagements so a proprietary intelligence layer moves from architecture to production in 4–8 weeks.
Read →Writing
Field notes from building
sovereign AI systems in production.
Short, practical pieces on what I'm shipping: architecture decisions, failure modes, and patterns that hold up under real commercial pressure. Written for decision-makers who care less about theory and more about what works.
2026-03-25 · Data · Strategy · Decision-making
Knowing When Your Data Warrants Its Own System
A simple lens for deciding whether your proprietary data justifies a dedicated intelligence layer instead of another dashboard.
Read →2026-03-10 · Product · Commercialisation · Sovereign AI
Building Revenue-Producing Products on Proprietary Data
Turning internal datasets into external products — lessons from IndiFind and other commercialisation work.
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