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Notes from work in progress

Essays and field notes — things I have noticed while building businesses, delivering complex projects, building a growth product for business owners and making AI-assisted work dependable. Written when there is something worth saying, not on a schedule.

TopicsAllBuilding and operating businessesMarkets and commercial systemsPhysical and digital deliveryEnterprise technologyAI-assisted work and governance
LatestResearch Brief · 14 October 2026 · 8 min read

India Building Energy and Efficiency Statistics: 2026 Official Data

Fifty-two traceable observations from India's official energy and efficiency sources, with definitions and limitations for people researching building technology and infrastructure.

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More writing

Field Note · 2 min read

What Buildings Taught Me About Software

Fifteen years of physical projects — automation, AV, interiors — turned out to be surprisingly good preparation for leading enterprise software work. A field note on why.

Physical and digital delivery
Field Note · 6 min read

Deterministic Numbers, Assisted Words

Sync Quote Gen taught me where AI belongs in a business document and where it absolutely does not. The totals are never negotiable. The narrative can be — within a fallback that always works.

Physical and digital delivery