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Insights. Notes from the bench.

What we're learning from building AI systems and running our own products: frameworks you can use on Monday, without the hype.

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Business · 6 October 2026

Where AI automation actually pays

Most automation projects fail at the choosing, not the building. A simple way to find the work worth handing to AI first.

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