Every week we sit with a business that thinks it needs AI, and almost every week the first thing worth building has nothing to do with a model. It has to do with the same three leaks, showing up in the same three places, in nearly every operation we've walked into since 1999.
The mistake is starting with the flashy thing. The businesses that get real value start with the boring thing that quietly costs them an hour a day, then let that pay for everything after.
1. The handoff nobody owns
Work moves between two people through a channel neither of them controls: a forwarded email, a text, a note left on a desk. It's where things fall, and it's where a small, reliable system buys back the most time for the least effort.
Start with the leak that costs an hour a day. Let it pay for everything after.
2. The status update that isn't
Someone spends a piece of every day answering "where are we on this?" That answer should assemble itself. When it does, the person who used to chase it gets their attention back for the work only a person can do.
3. The re-typing
The same information gets entered twice, in two tools that don't talk. We map it, we connect it, and only then do we ask the more interesting question: now that the plumbing holds, where does a person's judgment actually need help?