Blog
Sharp thinking on AI, operations, and building software for industries that run on complexity.
The pattern is predictable: big budget, fancy tools, zero adoption. Here's why automation efforts collapse - and what actually works.
Manual operations don't just cost labor hours. They cost decisions, consistency, and your ability to scale.
General-purpose AI tools are impressive demos. Vertical AI systems are what actually transform industries.
Most AI tools are built for executives who buy them, not operators who use them. That's backwards.
Not every industry needs AI right now. Here's how to tell if yours is ripe for transformation.
Your spreadsheet isn't a system. It's a symptom of a system that doesn't exist yet.
Building the wrong thing fast is worse than building the right thing slowly. Research isn't delay - it's insurance.
Off-airport parking is a $10B+ industry running on 1990s technology. That's about to change.
Happy-path automation is easy. The money is in catching the things that go wrong before they become crises.
The average operations team sends hundreds of routine messages daily. AI agents can handle most of them - better.
Not an agency. Not a startup factory. A studio that builds, operates, and iterates on vertical products.
Not everything needs to be real-time. Knowing the difference saves money and complexity.
Skip the hype. Here's what AI can actually do for operations-heavy businesses right now.
Nobody trusts a black box. Transparent AI systems earn adoption - opaque ones get abandoned.
Small markets, deep products, loyal customers. The math behind vertical software is better than most people think.