Can you license work orders and dispatch notes to AI companies?
A work order is a short record of a job: what was asked, who went, what they found and what they did. A dispatch note is the same idea one step earlier, the decision about who goes where. Few records carry so much practical judgment in so few words, which is why companies with years of them on one system are worth a conversation.
What these records contain
| The request | A customer or a dispatcher describes a problem in their own words, often incompletely. |
| The assignment | Who was sent and the reason for choosing them, from skills, location, parts or availability. |
| The finding | What the technician actually saw, which often differs from the request. |
| The fix and the parts | The steps taken, what was replaced and what was put off for another visit. |
| The follow-up | A callback, a warranty claim or a second visit that shows whether the fix held. |
Who keeps them
Heating, plumbing and electrical contractors, freight and delivery operators, property managers, equipment repair shops and field service firms all keep some version. They live in a dispatch tool, a field service app, an accounting system or a mailbox.
What makes a set worth more
Free-text notes beat checkbox fields. A technician writing "customer said it clicked, found corroded contact, replaced relay, advised on the control board" says far more than a code. Volume across seasons helps, and so does a link between the original call, the visit and the invoice.
What has to come out
| Addresses and contact details | Customer names, phone numbers and street addresses are replaced with stable stand-ins. |
| Staff names and photos | Technician and dispatcher names go, and photos with faces, plates or house numbers are dropped or blurred. |
| Anything a contract restricts | Jobs done under a client's own master agreement are checked before they enter a set. |
An example, invented for illustration
A mechanical contractor exports six years of work orders from its field service tool: about forty thousand jobs with free-text technician notes. After replacement of customer and address details, the notes read as plain job stories. The first review looks at whether the notes are long enough to show reasoning, and then at the share of jobs with a follow-up visit.
Questions owners ask about this
Our notes are short and full of abbreviations. Is that a problem?
It lowers the value, though it does not end the conversation. A short note linked to a detailed email or invoice can still make a useful pair. We look at a sample before saying anything about quality.
Do we need the original app to export?
Not always. Many tools export to a spreadsheet, and some keep data after cancelling. The format matters less than whether each note still links to its job, date and outcome.
Are dispatch notes different from tickets?
They record a different moment. A dispatch note captures the planning choice, a ticket captures the problem and the reply. Our page on support tickets covers the second.
Keep reading
Related kinds of records
- Support tickets: The whole thread, wrong guesses included, with customers replaced by stand-ins.
Industries that keep these records
- Trucking and freight: Exceptions, detention tickets and rate emails; the floor counts the office, not the fleet.
- Construction companies: RFIs, change orders and site logs; the floor counts the office, and owners hold the plans.