Why I built this
A CI engineer who saw the same gap at every plant he worked in — and decided to do something about it.
I'm a CI Engineer. My job is to sit alongside the people driving improvement and help them run improvement projects — Lean, Six Sigma, the whole toolkit.
After doing this for a while, I noticed something. The people I worked with weren't struggling because they didn't care. They cared deeply. They saw the problems every day. They had the data sitting right there in their systems. What they didn't have was the confidence to turn that data into a clear direction — and the time to learn how while also running a production floor.
A lot of my job became filling that gap. Translating messy exports into Pareto charts. Walking someone through a 5 Why without letting them fit the narrative to the answer they already wanted. Helping them write a problem statement that actually described the problem instead of the solution.
"What if I used AI to scale the kind of support I already give people every day?"
The idea got personal when I thought about my brother. He's a production supervisor — someone driving change every day. I've watched him deal with constant downtime, pressure from above, staffing chaos, and the frustration of knowing something is wrong but not having a clean way to attack it. I remember thinking I should just go work with him. Then it hit me — most plants his size don't have a dedicated CI resource at all. And they can't always afford to send everyone through formal Six Sigma training programs.
That's the gap. Change drivers don't need another dashboard. They don't need a consultant who shows up, makes a deck, and disappears. They need a coach who's there when they need it — one that knows the methodology, knows how to read the data, and can walk them through it step by step.
That's Coach Kaizen. One who pushes leaders to be the difference maker. A virtual CI coach built for the leaders creating real change every day.