Jack Lesser
With Not For is a small firm on purpose. If you hire us, you work with Jack. There isn't an account team in the middle.
A lot of companies call after an AI pilot. They bought the licenses, tried an agent, and it didn't stick. People often blame training. When we look at the files, that's rarely the real issue.
What we find is data that was built for people. Copies with the same name, the same record typed in more than once, systems that don't share an ID. Staff filled those gaps for years. Models guess. We treat that layer the way you'd treat software: see what's there, make it reliable, then build on it.
Each system we map makes the next job faster. We don't staff up a new team for every client.