The first process worth automating is rarely the loudest one.
A practical way to identify high-leverage automation opportunities without starting with the largest or most political process.
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Ideas, systems and what we're learning.
Practical thinking on AI, automation, software, digital systems, and the products we're building.
AI agents or automation? Choose the operating model before the technology.
A practical framework for deciding when a deterministic workflow is enough, when an agent is justified, and where the two should work together.
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Latest insights.
From workflow to system: what production-ready automation requires.
The controls, failure paths and operational ownership that separate a working demo from dependable business infrastructure.
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Designing human checkpoints into AI operations.
Human review should be an intentional control surface, not the place every uncertain task is abandoned.
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Why useful internal tools sometimes become products.
Repeated operational problems can reveal product opportunities—but reuse alone is not a market.
Read articleStart with one process
Turn an operational problem into a working system.
We will tell you what is worth building, what should be automated, and what is not.