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Foundations
The work that comes before automation: knowledge, workflows, and honest problem selection. 5 posts.
- April 19, 2026 · 5 minAutomate the Mess, Get the Mess at ScaleAutomation makes work happen faster. That only helps if the work makes sense in the first place.
- April 12, 2026 · 5 minSome Problems Need AI. Some Just Need a Query.The best AI strategy includes knowing when not to use AI.
- April 4, 2026 · 6 minBefore You Automate, Document the Work That Actually HappensMost companies have more process documentation than workflow understanding.
- March 27, 2026 · 6 minBefore You Automate, Map What Your Business Actually KnowsMost AI planning starts with a list of use cases.
- March 19, 2026 · 5 minMost Businesses Shouldn’t Start With AIMost businesses shouldn’t begin an AI initiative by asking where they can use AI.
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Ambiguous problem, AI adoption that stalled, an operating model that stopped scaling, a support function that should be a product. That is the conversation I want.