Side by side
AutoQC vs BoxBrownie
for real estate photo editing.
BoxBrownie is human-assisted. AutoQC is automated. Both serve real estate. The choice usually comes down to whether you need a human in the loop for a few hand-edited assets (BoxBrownie's lane) or a fast, repeatable QC pass on every property you ship (AutoQC's lane). Both can live in the same workflow.
The short answer
Pick BoxBrownie when you need a small number of hand-edited assets done by a human: a complicated virtual staging job, a floor-plan redraw, a tricky single-photo retouch. The 24-48 hour turnaround and per-photo price are the cost of human craft.
Pick AutoQC when you ship dozens of properties a month and need a fast, structured QC pass on every one of them before delivery. Verticals, color, exposure, sharpness, window blowout, privacy blur, distraction removal, MLS-aware room sorting, virtual staging, twilight, all running in minutes per property at a per-property price.
Feature by feature
| Feature | AutoQC | BoxBrownie |
|---|---|---|
| Workflow | Fully automated | Human editor + AI assist |
| Turnaround | About 4 minutes per property | Typically 24-48 hours |
| Pricing model | Per property | Per image / per service |
| Typical price | $8-12 per property | $1.60-3.20 per photo (~$50-100 / property) |
| Pre-delivery QC checks | 14 structured checks | Manual editor review |
| Vertical / horizon correction | Automatic, sub-degree | Manual |
| Privacy blur | Automatic, Premium tier | Manual request |
| Distraction removal | Automatic, Premium tier | Hand-edited |
| Virtual staging | $2 / room render | $32 / room human-staged |
| Virtual twilight (day-to-dusk) | $1 / photo | Per-photo human edit |
| Floor plan redraw | Not yet | Yes |
| Style consistency across shoot | Style Profile per agency | Editor-dependent |
| Direct Dropbox / AutoHDR pipeline | Yes | Email or portal upload |
BoxBrownie feature data summarized from public service pages and customer reviews. Per-photo pricing varies by service tier.
When AutoQC wins
- You ship 10+ properties a month and want consistent output
- You want next-day delivery on every shoot
- Per-property pricing fits your model better than per-photo
- You want a QC pass on every photo, not just hand-picked ones
- You have an AutoHDR or Dropbox pipeline already running
When BoxBrownie wins
- You need a floor plan drawn from scratch
- You want a hand-edited virtual staging job, not an AI render
- One-off, high-touch edits where human judgment matters
- You are okay waiting 24-48 hours for the result
- You only do a handful of properties a month
Can you use both?
Yes, and it's a common pattern. Run every property through AutoQC for fast structured QC and standard auto-fixes. Send the handful of shots per month that need a human retouch or a floor-plan redraw to BoxBrownie. AutoQC handles the volume, BoxBrownie handles the craftsmanship.
See AutoQC against your own work.
5 free credits at signup. Upload one real property. The math gets clearer when you watch it run on something you shot.