Real estate media studios often deliver galleries in three to four days while agents ask for speed. A shoot upload triggers AI culling, editor assignment and client proofing automatically, so final galleries typically ship within twenty-four hours, invoice included.
Typical results
24 hrs
Shoot to delivery
+40%
Shoots per month
0
Unbilled galleries
Figures reflect typical results for this kind of automation.
The challenge
Listings go live fast, but the studio's photos didn't. After each shoot, images sat in a card reader until someone culled hundreds of frames by hand, editing tasks were assigned over group chat, proofs traveled by email, and invoices went out whenever bookkeeping caught up — sometimes weeks after delivery. Agents started splitting jobs with faster studios.
Before and after
Shoot to delivery
−70%Culling time per shoot
−83%Shoots handled
+40%The automation
The moment a photographer uploads a shoot, the pipeline takes over. AI culls the raw set — dropping blurred, duplicate, and badly exposed frames and shortlisting the strongest angle per room — then creates an editing task with a deadline, assigned by each editor's live queue. The edited set publishes to a branded proofing link where the agent approves selects in one tap, and approval triggers final delivery and the invoice in the same minute.
How it works
- 01
Upload starts it
The photographer drops the raw shoot into the studio's cloud folder — nothing else to do.
- 02
AI culls
Blurred, duplicate, and badly exposed frames drop out; the strongest angle per room is shortlisted.
- 03
Editor assigned
An editing task with a deadline is created and assigned by each editor's live queue.
- 04
Client proofs
The agent gets a branded proofing link and approves selects in one tap.
- 05
Ship and bill
Approval triggers final delivery and generates the invoice in the same minute.
Starts from
- Shoot upload
- Job & client details
Delivers
- Client proofing gallery
- Final delivery
- Invoice on approval
The impact
Delivery time typically falls about seventy percent, from eighty hours to twenty-four, and culling shrinks from ninety minutes per shoot to fifteen. A studio can absorb around forty percent more shoots without hiring, every gallery ships billed, and next-day delivery becomes a promise the studio can keep.
Questions about this automation
What does the AI culling step actually do?
When a raw shoot lands in the studio's cloud folder, the AI drops blurred, duplicate and badly exposed frames and shortlists the strongest angle per room. Editors start from that shortlist instead of hundreds of frames, and they can restore any rejected image if the AI made the wrong choice.
How are editing tasks assigned?
Each shoot becomes an editing task with a deadline, assigned to the editor with the lightest live queue. Rush jobs move to the top of the queue. If a task nears its deadline without progress, the studio manager is alerted, so the delivery promise to the agent holds even on the busiest days.
When is the invoice created?
The moment the agent approves selects on the branded proofing link, final delivery is triggered and the invoice is generated from the job and client details in the same minute. Every delivered gallery is billed, and each invoice links back to its job record so bookkeeping can match payments without searching.