Most multi-site audit programmes assign work by distance and by whoever picks up the phone. We think that habit quietly decides the quality of every report before the auditor even leaves home.
Ask an operations team how a store audit gets assigned and the answer is usually some version of “we call around until someone says yes.” The first person called is the one who lives closest. If they are busy, the next closest. It feels sensible, because travel is real money and real time. But distance is only one of the things that decides whether an audit comes back on time, complete and trustworthy, and treating it as the only thing creates problems that show up weeks later as disputed scores and late reports.
The nearest auditor may be the right person. Often they are not, for reasons a phone call does not surface:
None of this is exotic. Every coordinator knows it. The problem is that a phone-based process cannot weigh these things consistently across hundreds of sites, and it leaves no record of why one person was chosen over another. When a client later asks why a junior auditor was sent to a regulated site, there is no defensible answer.
Our view is that assignment should be a scored decision with visible weights, not a favour. In AutoAudit, every requirement is scored against every eligible territory manager on five factors, and the weights are tunable:
| Factor | Default weight | What it protects |
|---|---|---|
| Proximity | 35% | Travel cost and the ability to meet the visit window |
| Rating | 20% | Quality of past work |
| Domain expertise | 20% | Knowing what to look for in that kind of site |
| Capacity headroom | 15% | Not overloading people who will then rush |
| SLA history | 10% | Reliability against deadlines |
Proximity still carries the most weight, and we think that is right. The point is that it is no longer the only thing, and everyone can see how much it counts.
Some factors should not be traded off at all. A brilliant, nearby auditor with an inactive licence should not be sent, however high they would score. AutoAudit removes inactive licences, managers above 90% capacity and anyone with an open dispute before scoring begins. We would argue any assignment process, automated or not, should have a short list like this written down and applied every time.
Distance also deserves a special rule. Beyond 25 km, AutoAudit applies a geo-decay that pushes work towards whoever is genuinely nearest, because travel is the largest hidden cost in field audit. So the model does not ignore distance; it just stops distance from being the whole story inside a reasonable radius.
The real gain is not that a model picks better than an experienced coordinator on any single job. It is that the reasoning is recorded and the same rules apply on the 240th store as on the first. When the top match auto-assigns against an SLA clock, the coordinator’s time moves from making calls to handling the exceptions that genuinely need judgement.
If you run audits today without software, you can still borrow the idea:
You will likely find that most of the trouble came from assignments that were close but wrong.
Routing is one gate of four. Good assignment does not replace evidence checks or a QC review, and a well-matched auditor can still submit a weak report. For how the rest of the chain works, see our guide to field audit management for multi-site businesses and the one-city-then-network rollout playbook. More reading is on the AutoAudit guides page.
Not always. Distance matters most, but capacity, domain expertise, rating and SLA history also decide whether an audit is done well and on time. Some factors, like an inactive licence, should rule a person out entirely.
It scores each requirement against eligible territory managers on proximity, rating, domain expertise, capacity headroom and SLA history, with tunable weights, after removing anyone with an inactive licence, above 90% capacity or with an open dispute.
Yes. The weights are tunable and re-rank in real time, and the top match can auto-assign against an SLA clock.
See it on your own data. AutoAudit — Proof of every field visit. Book a 30-minute working session with an engineer.
