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Batch Processing · Mixed Operations · REST + Webhooks

Batch-process real estate photos at studio scale

Run virtual staging, decluttering, day-to-dusk, sky replacement, and wall repaint across hundreds of photos and dozens of listings in a single batch. Drop a folder tree or wire it into your pipeline via REST + signed webhooks. Same $0.59 a photo as single uploads — no Agency-tier upcharge, no batch premium.

Empty room from a batch upload
Staged room from the batch output
Batch input
Batch output
Drop a listing folder
Or pick multiple photos — Edensign processes them in parallel.
支持 JPG、PNG、WebP、AVIF、HEIC
无需信用卡,前两张房间照片免费。

值得信赖的品牌

Built for Studios

A real pipeline, not a faster upload button

500+

Photos per batch across 20+ listings — no hard cap on any paid tier.

Volume
15s

Per-photo render rate that holds at any batch size. The 500th finishes as fast as the 1st.

Throughput
$0.59

Same per-photo price as single uploads. No batch premium, no Agency-tier upcharge.

Per Photo
REST

API + signed webhooks + idempotency keys on every paid tier — not gated to Enterprise.

Pipeline

From folder to ZIP — or REST to webhook

Drop a folder tree, get a folder tree — or wire it up via REST

  1. 01

    Drop a folder tree (or POST to /v1/batches)

    Edensign accepts mixed file structures and tags each photo with its operation — staging, declutter, day-to-dusk, sky, or repaint — as per-photo metadata.

  2. 02

    The queue runs every operation concurrently

    Multi-listing parallelism with per-photo failure isolation and automatic retries. A bad photo in listing A never stalls listing B.

  3. 03

    Receive the ZIP and signed webhooks per listing

    Output preserves your original folder structure. HMAC-signed callbacks fire per listing as renders finish — no polling, no status pages.

Pipeline capability across virtual staging tools

Who actually ships a real batch API

Pulled from each tool's public pricing page and developer docs, accessed May 2026.

  • Edensign
    REST + signed webhooks + idempotency · every paid tier
  • VirtualStagingAI
    REST API behind $79/mo Pro tier · no webhooks documented
  • Collov AI
    REST API behind $127/mo plan · no idempotency on public docs
  • REimagine Home
    Batch UI on $99/mo Agency tier · no public API
  • Apply Design
    No public REST API · no batch workflow
  • Spacely AI
    Batch UI added 2025 · no public API + webhooks
  • HomeDesigns AI
    No public API · no batch on pricing page

For studios, brokerages, and content ops teams

What a real batch pipeline actually looks like

  • 🧰

    Mixed Operations in a Single Batch

    One submission can stage the empty interiors, declutter the lived-in rooms, swap the gray sky on the exteriors, and run day-to-dusk on the twilight shots — concurrently. Most competitors force you to upload the same listing three times for three operations; Edensign treats operations as per-photo metadata, not separate jobs.

  • 🗂️

    Multi-Listing Parallelism with Folder Preservation

    Drop a folder of folders — 12 Maple St, 47 Oak Ave, 89 Pine Ln — and Edensign processes them in parallel while keeping each listing's photos isolated in the output ZIP. A bad photo in listing A doesn't stall listing B; failed renders are flagged per-folder, not per-batch.

  • 🔌

    REST API with Stripe-Style Idempotency

    Submit batches via REST with an idempotency key on every paid tier — not gated to Enterprise like Collov's $127/mo or VSAI's $79/mo. Retry the same key after a network hiccup and you get the same job back, not a duplicate charge. Designed for engineering teams who've wired real payment APIs before.

  • 📡

    Signed Webhook Callbacks

    Every batch fires HMAC-signed callbacks per listing as renders finish — you don't poll for status. Wire it into your MLS pipeline, Slack channel, Asana intake, or photographer delivery tool. Same webhook shape on Brokerage and on the public API.

  • 📥

    Dropbox & Google Drive Ingestion

    Point Edensign at a Drive or Dropbox folder; we watch it, pick up new listings as they're uploaded by your photographers, run the configured operation chain, and write the ZIP back to a sibling folder. No middleware, no Zapier toll.

  • 15-Second Renders — At Any Scale

    Throughput doesn't degrade with batch size. Submit 25 photos, finish in ~6 minutes. Submit 500 photos across 20 listings, finish in ~13 minutes. The 1st and 500th photos finish at the same per-photo rate — concurrency scales with the queue, not your plan tier.

  • 🔁

    Per-Photo Failure Isolation & Auto-Retry

    If a single render hits a transient error, Edensign retries it twice with backoff before flagging it — the other 499 photos in the batch keep moving. Failed photos surface in a per-folder report, not in your inbox at 2am. Idempotent submission means you can re-submit the failed slice without re-running the rest.

  • 💵

    $0.59 / Photo at Any Volume — No Batch Premium

    Single-photo, whole-listing, or 500-photo studio batch — the per-photo price is identical on Brokerage paid annually. We don't charge an Agency upcharge to unlock batch, and we don't claw it back via a 'volume' floor. Predictable unit economics for studios billing clients per-photo.

  • 🏷️

    MLS-Ready Output, Watermark-Free, Original Aspect Preserved

    Outputs ship up to 16MB PNG or HD JPG, watermark-free, original aspect ratio preserved across every photo in the batch — no per-photo aspect drift, no 'free trial' branding to strip. Stream it to MLS or hand the ZIP to your assistant; no post-processing required.

Studios, brokerages, and platform engineers

Teams that ship listings in
batches, not one at a time

"

We run 80–120 listings a month through Edensign's batch API. The idempotency keys mean our retries don't double-bill, and the per-listing webhooks slot straight into our MLS upload worker. Best $0.59 our studio spends.

Kareem L.

Content ops lead · real estate studio · Phoenix, AZ

"

Mixed-operation batches changed our day. We used to run staging, then declutter, then sky replacement as three separate uploads. Now it's one folder drop and the team is done by lunch instead of EOD.

Hannah W.

Brokerage marketing director · Charlotte, NC

"

We wired the REST endpoint into our photographer delivery tool. Photos finish processing the second they hit Dropbox; our MLS folder is populated before the photographer's drive home is over.

Diego R.

Engineering · listing-photography platform · Miami, FL

"

We run 80–120 listings a month through Edensign's batch API. The idempotency keys mean our retries don't double-bill, and the per-listing webhooks slot straight into our MLS upload worker. Best $0.59 our studio spends.

Kareem L.

Content ops lead · real estate studio · Phoenix, AZ

"

Mixed-operation batches changed our day. We used to run staging, then declutter, then sky replacement as three separate uploads. Now it's one folder drop and the team is done by lunch instead of EOD.

Hannah W.

Brokerage marketing director · Charlotte, NC

"

We wired the REST endpoint into our photographer delivery tool. Photos finish processing the second they hit Dropbox; our MLS folder is populated before the photographer's drive home is over.

Diego R.

Engineering · listing-photography platform · Miami, FL

Before you wire the first batch

Whole-listing staging is the single-listing flow: drop one shoot, get one ZIP with consistent style across the rooms. Batch processing is the pipeline flow — many listings, many operations (staging + declutter + day-to-dusk + sky + repaint), running in parallel through the same queue, with API + webhooks for engineering teams. If you're a solo agent staging one listing, use whole-listing staging. If you're a studio, brokerage, or content ops team running mixed operations across many properties a week, batch processing is the right surface.

Yes. Operations are per-photo metadata, not per-batch. A single submission can carry virtual staging on the empties, decluttering on the lived-in rooms, day-to-dusk on the twilight exteriors, sky replacement on the gray-sky shots, and wall repaint on the loud-color rooms — all running concurrently. The output ZIP is organized by listing and operation. Most competitors don't support this and force three separate batch uploads for three operations.

99+ photos on every paid tier with no hard upper cap. Studios regularly submit 300–500 photo batches across 10–20 listings. Throughput is bounded by queue concurrency, not by your plan tier — the 500th photo doesn't take longer than the 1st on a per-photo basis. For reference, REimagine Home caps batch at 50 photos on a $99/mo Agency plan; Apply Design, VSAI, Spacely, and HomeDesigns have no batch workflow on their public pricing pages.

REST endpoints to submit a batch, attach photos with per-photo operation metadata, and receive signed (HMAC-SHA256) webhook callbacks per listing as renders finish. Submissions take an Idempotency-Key header — retry the same key after a timeout and you get the same job back, never a duplicate charge. Available on the Brokerage tier — not gated behind Enterprise like Collov ($127/mo) or VSAI ($79/mo). Email brokerages@edensign.io to provision keys.

Yes. Drop a folder tree — `12 Maple St/`, `47 Oak Ave/`, `89 Pine Ln/` — and the output ZIP returns the exact same folder structure, with each listing's renders in its own subfolder. Per-listing manifests list the operation chain applied, render IDs, and any flagged retries. No file renaming, no MLS reorganization step.

Per-photo failure isolation: a failed render is retried twice with exponential backoff, and if it still fails it's flagged in the per-folder manifest while the rest of the batch continues. The other 499 photos don't stall. You can re-submit just the failed slice with the same idempotency key without re-paying for the successful 499. Webhook callbacks fire per-listing, so your downstream pipeline reacts as each listing finishes rather than waiting for the whole batch.

Yes — point Edensign at a Drive or Dropbox folder, and we watch it for new listings, pick them up as your photographers drop them in, run the configured operation chain, and write the resulting ZIP back to a sibling folder. No Zapier or middleware required. Studios use this to fully automate the gap between 'photographer finishes shoot' and 'listing renders are in the brokerage's MLS folder.'

Same $0.59/photo on Brokerage paid annually, whether you submit 1 photo or 500. We deliberately don't price batch differently — it keeps your unit economics predictable, especially for studios that bill clients per-photo. There's no Agency-tier upcharge to unlock batch (REimagine charges $99/mo for it) and no volume floor. Larger commitments are available for >5,000 photos/month — email brokerages@edensign.io.

Yes. The batch submission accepts a `priority` hint per listing — useful when a brokerage-tier customer has one rush listing and three standard ones in flight. You can also cap concurrency per workspace if your pipeline downstream can't drink from the firehose. Defaults work for studios out of the box; only touch them if you have a specific bottleneck in your delivery side.

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