Journal

Notes on marketing, AI automation and building for the long term.

Practical thinking from live projects — what worked, what didn't, and what I'd do differently next time.

Where marketing strategy actually meets artificial intelligence
Featured

Where marketing strategy actually meets artificial intelligence

AI does not replace strategy. It compresses the distance between an idea and a tested campaign — if the thinking underneath is sound.

AI & Marketing12 July 20266 min read
Where marketing strategy actually meets artificial intelligence
AI & Marketing12 July 20266 min read

Where marketing strategy actually meets artificial intelligence

AI does not replace strategy. It compresses the distance between an idea and a tested campaign — if the thinking underneath is sound.

Read More
How small teams become automation-first without hiring engineers
Automation28 June 20268 min read

How small teams become automation-first without hiring engineers

A practical sequence for mapping repetitive work, choosing the right platform, and shipping automations that survive contact with reality.

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Personalised learning is a systems problem, not a content problem
EdTech9 June 20265 min read

Personalised learning is a systems problem, not a content problem

Most courses fail learners at the sequencing layer. Here is how AI can quietly fix pacing, revision and feedback.

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The hyperlocal thesis: why the next platform is neighbourhood-sized
Product22 May 20267 min read

The hyperlocal thesis: why the next platform is neighbourhood-sized

Global platforms flattened discovery. There is a durable opportunity in building intelligent infrastructure for a single region.

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Occasional notes on AI, marketing and building products.