Field notes on AI that ships.
What we’re learning from building AI-native systems inside real businesses — the patterns that work, the pitfalls that repeat, and the questions worth asking before you commit.
The Avatar Strategy: Why Your Best AI Won't Feel That New
The most successful innovations often hide how new they really are. The enterprises that win with AI will deliver radical capability in a form that barely asks the organization to change.
Read the article →In the World of AI, Everyone Is Buying Cameras. Nobody Is Hiring a Great Director.
Better AI models are like better cameras — they help, but they do not make the film. The returns go to organizations that pair engineering craft with strategic judgment about their own systems and people.
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These articles come from real engagements. If one of them describes a problem you’re living with, we’re glad to compare notes.