Insights
Practical notes on automation, process design, and building systems that reduce manual work.
Everyone's running an AI pilot. Almost none of them make it to production. The problem isn't the models — it's everything around them. Here's what actually kills these projects, and the handful of boring decisions that make the difference.
Most small businesses can't afford a marketing director, a CFO, and an operations manager. But what if you didn't need to hire any of them? We're building AI systems that fill executive roles — autonomous agents that actually do the work.
We recently built a campaign intelligence platform for a statewide race. Not a prototype — a production system running live analysis on hundreds of news articles, social media posts, polling data, and public records. Here's what we learned, and where campaign AI is headed.
