Clean starts from what you sell and which plants it fits. It researches manufacturers one plant at a time, and it weeds out contractors, repair and service shops and one-person operations before a single name reaches your reps.
For a maintenance seller, each plant shows up with a reason to call and the date behind it, the evidence for that reason, other ways to read the same evidence, and what would prove the reason wrong. If Clean can't confirm a detail, such as whether a CMMS is already in place, the detail stays marked unknown. The catalogue behind the 14 moments runs past 4,000 early signs in Clean's database. Clean's own scoring rates about 7 in 10 as detailed enough to name the machine, program or deadline itself.
Under the hood, Clean stores every plant's history as dated events in order, with a temporal graph network running across them, because order and spacing matter: new equipment, then a first maintenance manager, then an audit date can read like a project. Clean maps 140+ typical chains like that one. That is how a maintenance seller gets to the plant with the decision still open, often while the company is still quiet about it in public.
Clean does not send messages; your reps reach out. In September 2026 Clean researched more than 500 companies that sell into US plants with software, AI and automation, and maintenance software vendors were part of that group. Bring your CMMS to a demo and Clean will build the live plant list for it on the call. Or read how Clean works first.