Job tickets
What the customer described versus what the plumber found.
Plumbing
Emergency calls, callbacks, and the notes that explain what really went wrong are exactly what AI models are missing.
What buyers want
What the customer described versus what the plumber found.
How urgent calls get triaged over the phone.
How jobs are scoped, from drain clears to repipes.
What went wrong the first time and how it was fixed.
Scheduling, routing, and emergency prioritization.
What it trains
What we remove
FAQ
More is better, but a couple of years of consistent job records is often enough to start.
That's normal. Real-world, unpolished notes are part of what makes the data useful.
Very little. We handle cleanup and redaction. You review and approve.
Other industries