Field notes from AI-first delivery.
Occasional writing on the work of shipping AI-native software in regulated enterprises — the operating models, the delivery habits, and the traps we keep watching teams fall into.
The AI-first enterprise playbook: what actually changes when AI stops being a project
Most enterprises still run AI as a project portfolio. The ones getting outsized returns run it as a platform. A field-tested read on the operating-model, data, and delivery shifts that separate the two.
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Where ERP and AI actually converge (and where the convergence is just marketing)
Vendor slides show ERP and AI converging into one thing. On the shop floor, that's mostly not true — but the convergence points that are real are more valuable than the slides suggest.
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The design-engineering integration nobody asks for, but everyone needs
The shortest path from Figma to production isn't a plugin. It's a working relationship — and a design system that engineers can extend without translation. A short read on the operating pattern.
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One short note a month. AI-first delivery, enterprise applications, and the work we're doing. No sales copy.
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