These are planning scenarios, not predictions or measured market probabilities.
| Your operating condition | Preferred first move | Evidence needed before expanding |
|---|---|---|
| Routine enquiry volume; existing software fits | Configure the native workflow and measure it | Accurate records, manageable review time and better outcomes than the current process |
| Overflow demand; genuine spare engineer capacity | Compare bounded AI reception with human or blended cover | Additional suitable completed jobs, correct handovers and acceptable total cost |
| Engineers already fully committed | Improve qualification, waiting-list handling or quotation discipline | Reduced rework or better job selection—not simply more bookings |
| Poor records or conflicting booking rules | Repair the process before adding autonomous actions | Agreed service rules, reliable records and a named exception owner |
| Low volume or weak financial evidence | Improve callbacks or retain a manual process | Enough observed activity to justify an additional recurring cost |
PUT THE RESEARCH TO WORK