Does someone really have to check six photos per van every day?

In a conversation about large delivery fleets, someone asked us a question that every operation with daily vehicle checks runs into sooner or later: if every shift starts with six photos, does someone really have to look at all of them, every day? With 400 vans, that is 2,400 photos in a single day.

The short answer: yes, in the end a person decides. But nobody has to look at 2,400 photos with the same attention.

Why the decision stays with a person

A photo only becomes evidence once someone has confirmed what it shows. AI can pre-sort photos, but it also gets things wrong: a dirty panel or a shadow can look like damage in a photo. Whoever takes that assessment over unchecked ends up arguing about damage that never happened, or misses damage that did.

That is why Fleet works this way: the AI pre-screen is a hint, not a decision. Every shift gets a verdict from a person.

How the review stays manageable

The effort depends less on the number of photos than on how they reach your desk. Five things make the difference:

1. Compare, don't just look. A single photo says little. Next to the photo of the same side of the van from the previous shift, a new dent stands out at once. In Fleet, the current shift's photos sit next to those from the same vehicle's last shift.
2. The suspicious ones first. The AI pre-screen sorts every shift: clear, suspicious, or possible damage. The list shows possible damage first, then suspicious shifts, then overdue ones. If you only have twenty minutes in the morning, you spend them where it counts.
3. Decide quickly. One keystroke per shift is enough: 1 for OK, 2 for suspicious, 3 for damage, Enter to confirm. "Damage" opens the incident report straight away, pre-filled with the vehicle, the driver and the flagged photos.
4. A reminder before it piles up. If a shift has not been reviewed an hour after it ended, Fleet reminds dispatch by push notification, within the first 24 hours.
5. Share the work. With many vehicles, several dispatchers split the list. Today that is an agreement within the team, not a feature. More on that below.

What Fleet does not take off your plate

• Who reviews what. Fleet does not assign reviews to a specific person, and it does not warn you when one person is carrying every review alone. You decide who handles the photo review.
• The verdict. The AI suggests; people decide. Even shifts that look clear-cut go through the review.

An agreement that helps, whatever software you use

Three things should be settled in every operation:

• Who reviews the photos, by name, with a backup.
• By when, for example the same day, before the vehicle goes out again.
• What "suspicious" means, and what happens when "suspicious" turns into damage.

Once those three are settled, 2,400 photos become a list with a clear order.