July 10, 2026 · 4 min read
An assistant that can say "I don't know" is the whole product
The difference between a demo chatbot and a production assistant is not intelligence. It is the engineering around uncertainty.
Insights
Short, practical notes on building AI systems that face real customers. No trend commentary.
July 10, 2026 · 4 min read
The difference between a demo chatbot and a production assistant is not intelligence. It is the engineering around uncertainty.
July 6, 2026 · 3 min read
Both automate conversations. The right first step depends on where your leads actually die.
July 1, 2026 · 3 min read
Fixed published prices are unusual for integrators in this region. They are also the discipline that keeps projects small, fast, and honest.