Insights

Notes from operationalising AI.

Field observations, governance patterns, architectural choices — from work in regulated environments and our own building.

Why AI spending forecasts undercount what enterprises are actually buying

Gartner forecasts $2.59T in global AI spending for 2026. That number captures hyperscaler capex and visible SaaS — but it misses where the most strategic enterprise investment is going.

Why we started llmntal

The AI space is full of noise. We started llmntal to cut through it — helping companies get AI into production, not just into a slide deck.