The calendar tells you when a plant can act. A buying moment tells you which plant has a reason to. Clean looks for what happens at a plant in the run-up to scaling, so your first touch can land while the plant is still deciding, which is often before the company announces anything.
Clean researches manufacturers plant by plant. Each account gets its own dated timeline of events, sorted into 14 buying moments, and that history is what you line up against the calendar above. For those moments, Clean has catalogued upward of 4,000 early signs in its database, and it maps 140+ typical chains of events, patterns in which one change at a plant sets up the next. A temporal graph network reads each timeline, since the order in which changes arrive, and the time between them, tells you more than any one event. Each reason to reach out comes with its date and evidence, plus any other explanation that might fit and the result that would rule it out. If Clean can't confirm a detail, it shows up as unknown.
A made-up example: a plant shows new equipment investment and a first maintenance hire in spring. The line ramps through summer, the December shutdown is the install slot, and its scope freezes in September. A maintenance software seller's first touch belongs in August, not December. Clean decides who to reach and why; your team reaches out. How Clean works has the detail. Or book a demo, and we'll build your product's live list of plants before the call ends.