What we're learning building and running production AI — for our own products and for the businesses we work with. No hype, just the parts that actually matter.
Most AI projects fail before the first model call — because nobody asked whether AI was the right tool. Here's the honest test we run before we build anything.
An AI agent that acts is very different from a chatbot that talks. Here's where agentic automation genuinely earns its place — and where it quietly fails.
A case study in custom AI-era software: how we replaced a maritime consultancy's email-and-spreadsheet workflow with one platform built for a non-technical team.