PropLabsAn AxcelerateAI Company
Production API live — An AxcelerateAI company

The AI Image API
Real Estate Teams
Actually Deploy.

Virtual staging, renovation, sky replacement, clutter removal, lawn enhancement — all from one REST API. $0.15 per image.

$0.15/image
$300minimum
＜ 30sAPI latency
6AI workflows
100%white-label
proplabs.ai — Virtual Staging DemoDrag to compare ↔
PropLabs AI Staged
Original Vacant
Original Vacant
PropLabs AI Staged
9K+
Public model runs
＜ 30s
Production API latency
6
AI editing workflows
100%
White-label webhooks
Custom AI
Fine-tuned models
Core AI Capabilities

One API. Every Property Photo.

PropLabs turns repetitive real-estate photo editing into programmable AI workflows.

Virtual Staging
PropLabs AI

Virtual Staging

Turn empty rooms into realistic furnished spaces while preserving room architecture, perspective, and lighting.

Explore Virtual Staging
AI Renovation
PropLabs AI

AI Renovation

Visualize kitchens, bathrooms, flooring, walls, finishes, and architectural modernizations before physical work begins.

Explore AI Renovation
Object Removal
PropLabs AI

Object Removal

Remove furniture, clutter, personal belongings, power cords, and vehicles seamlessly from property photographs.

Explore Object Removal
Sky Replacement
PropLabs AI

Sky Replacement

Replace overcast, dark, or dreary skies with vivid blue skies, soft clouds, or dramatic sunset twilight lighting.

Explore Sky Replacement
Grass & Lawn Enhancement
PropLabs AI

Grass & Lawn Enhancement

Repair patchy, brown, or dry grass to deliver vibrant, healthy, natural green lawns in exterior photography.

Explore Grass Enhancement
Low-Light & Photo Enhancement
PropLabs AI

Low-Light & Photo Enhancement

Brighten dark interiors, balance high-contrast windows, balance exposure, and correct color cast automatically.

Explore Photo Enhancement
Precision Engineering

Built Specifically for Real Estate Photography

Generic generative AI creates something new. Real estate editing has a harder constraint:

Improve the photograph without altering the property.

Our spatial conditioning models lock structural elements — architecture, geometry, perspective, windows, proportion — while enhancing everything else.

Architecture
Room geometry
Perspective
Windows & doors
Flooring
Lighting
Proportions
Property layout
Architecture Preserved
Unmodified Photo
Unmodified Photo
Architecture Preserved
Pipeline Automation

One Property. Multiple AI Workflows.

Combine capabilities into a single automated property-photo pipeline.

01
Property Photo
Raw shoot
02
Enhancement
Exposure & HDR
03
Object Removal
Declutter
04
Virtual Staging
Furnish room
05
Renovation
Remodel
06
Sky Replace
Blue sky / dusk
07
Lawn Enhance
Green turf
08
Listing-Ready
MLS publication
Interactive Showcase

See What AI Does to a Property Photo

Inspect before and after outputs across all six AI workflows.

Virtually Staged by PropLabs
Empty Vacant Room
Empty Vacant Room
Virtually Staged by PropLabs
Drag handle left and right to inspect sub-pixel precision
Virtual Staging API

AI Virtual Staging for Real Estate

PropLabs Virtual Staging API turns vacant property photos into photorealistic, beautifully furnished spaces. Our proprietary AI respects exact wall dimensions, ceiling heights, floor textures, and light sources to produce publication-grade listing images.

Key Technical Constraints
Preserves room geometry, doors, windows, and wall placement
Selectable interior design styles (Modern, Scandinavian, Industrial, Coastal, Luxury)
Natural shadow placement and realistic lighting interaction
High-resolution output up to 8K listing quality
POST /v1/workflow/virtual-staging
$0.15 / image
Get API AccessView Full Landing Page
PropTech & SaaS Infrastructure

Add AI Property Photos to Your Product

Don't build an image-generation stack from scratch.

Integrate PropLabs into your application architecture. Retain your brand equity, customer relationship, and revenue margins — PropLabs handles the heavy model inference behind the scenes.

Real estate SaaS
Listing platform
MLS workflow
Brokerage platform
Property management
Photography app
Property marketplace
Staging platform
Real estate CRM
Build With PropLabs
System Data Pipeline
Your Platform / UI
Customer initiates photo workflow
PropLabs REST API
Authenticated HTTPS request
AI Image Processing
GPU inference & spatial conditioning (< 30s)
Listing-Ready Image
Signed Webhook payload returned
Your Customer
Sees output instantly inside your app
Developer API

Real Estate Photo Editing API

Add AI property-photo editing to your application with simple, production-grade endpoints.

Your InterfaceYour CustomersYour PricingYour Workflow
https://api.proplabs.ai/v1
curl -X POST "https://api.proplabs.ai/v1/workflow/virtual-staging" \
  -H "Authorization: Bearer proplabs_live_sk_8f920a1b" \
  -H "Content-Type: application/json" \
  -d '{
    "image_url": "https://assets.your-saas.com/raw/listing_104_living.jpg",
    "style": "modern_luxury",
    "room_type": "living_room",
    "webhook_url": "https://your-saas.com/api/webhooks/staged"
  }'
HTTP 200 OK — Latency: 12.4s (< 30s)
Price: $0.15
View API DocsTalk to Engineering

Real Estate Photographers

Automate the Work Behind Every Shoot

Spend less time editing and more time shooting. Process property photos at scale and upsell higher-value AI services.

Virtual Staging
Object Removal
Sky Replacement
Lawn Enhancement
Photo Enhancement
Renovation Visualization

Virtual Staging Companies

Scale Without Scaling Your Team

Already selling virtual staging? PropLabs can power the AI behind your platform. Keep your brand, pricing, UX and workflow.

Keep your UX — PropLabs powers the AI engine underneath.
Competitive Differentiator

Need Something We Don't Offer Yet?

We build custom AI workflows for real estate photography.

Every real estate company has different requirements. PropLabs and AxcelerateAI develop custom generative AI models and pipelines for specialized enterprise use cases.

Custom furniture styles
Brand-specific staging
Custom renovation
Object detection
Image classification
Property transforms
Batch processing
MLS workflows
Automated pipelines
Proprietary models
Custom AI Development Lifecycle
1. Requirements
2. Development
3. Fine-tuning
4. API Endpoint
5. Integration
6. Production
Build a Custom Workflow
Transparent B2B Pricing

Simple, Volume-Based Pricing

No complex tiers. AI image infrastructure priced for developer scale.

Standard Production API
Pay-As-You-Go B2B Infrastructure

Production API Access

Integrate PropLabs directly into your SaaS, listing portal, marketplace, or photography app.

$0.15/ image
$300 minimum spend = 2,000 images included
Monthly Image Volume:2,000 images
2,000 (Min)10,00025,00050,000+
Estimated Monthly Total
$300 USD
Estimated Manual Savings
Save ~$39,700
  • Full access to all 6 AI core workflows (Staging, Renovation, Object Removal, Sky, Lawn, Enhancements)
  • REST API keys & Webhook notifications
  • Parallel async batch processing (Sub-30s response time)
  • 100% White-label integration underneath your product
  • Dedicated developer support & SDKs
Get API Access ($300 Minimum)
High Volume & Custom Models

Enterprise Tier

For platforms processing over 50,000 images monthly, custom model fine-tuning, or dedicated GPU clusters.

Custom Pricing
Volume discounts & tailored SLA packages
  • Volume rate discounts below $0.15/image
  • Custom AI model fine-tuning (your brand aesthetics & furniture catalogs)
  • Dedicated GPU cluster options with 99.99% uptime SLA
  • Custom API endpoint & workflow development
  • Dedicated solutions engineer & 24/7 priority support
  • HIPAA / SOC2 compliance & custom data retention rules
Talk to Enterprise

Built for Companies That Process Images at Scale

Low Cost

Production AI at $0.15/image — 99% cheaper than manual editing.

API First

Build PropLabs directly into your product or workflow via REST.

Real Estate Specific

Built around the rigid visual constraints of property photography.

Multiple Workflows

One platform for staging, renovation, cleanup, and enhancement.

Custom AI

Train and build specialized models around your exact requirements.

Flexible Integrations

Connect with your SaaS, CRM, marketplace or photo workflow stack.

Integration Protocol

Three Steps to Production

01

Send an Image

Pass a property photo URL or base64 stream to the PropLabs API endpoint.

02

Select Workflow

Choose staging, renovation, object removal, enhancement or custom model.

03

Receive the Result

PropLabs processes the image in under 30 seconds and returns the result via Webhook.

Enhance the Property. Don't Invent a New One.

Real estate photography requires consistency. AI edits should improve the image while keeping the property recognizable.

Realistic perspective
Natural lighting
Proportional furniture
Consistent architecture
Property-aware editing
Photorealistic output

Generate a better version of the actual property — not a fantasy.

Enterprise Infrastructure

AI Property Photo Editing at Scale

For companies processing large volumes of property images, PropLabs offers production API access, scalable workflows, and fully custom AI infrastructure.

High-volume processingCustom modelsCustom integrationsEnterprise support99.99% SLA
Talk to Enterprise
FAQ

Everything You Need to Know

What is PropLabs?

PropLabs is an API-first AI image infrastructure platform built specifically for real estate. An AxcelerateAI company, PropLabs provides production-ready APIs for virtual staging, AI renovation, object removal, sky replacement, lawn enhancement, low-light photo correction, and custom generative AI workflows.

What is AI real estate photo editing?

AI real estate photo editing uses computer vision and specialized generative AI models to transform property photographs—such as adding realistic furniture to vacant rooms, visualizing renovations, erasing clutter, replacing gray skies, or brightening dark interiors—while maintaining accurate architectural dimensions and geometry.

Does PropLabs have an API?

Yes. PropLabs is built from the ground up as a developer-first REST API. Platforms, SaaS applications, listing portals, and photography businesses can integrate our production AI workflows with custom API keys, webhooks, SDKs, and enterprise SLAs.

What is the PropLabs virtual staging API?

The PropLabs Virtual Staging API allows developers to submit an empty room image and receive a photorealistically furnished listing photo in seconds. The API supports design style selection (Modern, Scandinavian, Luxury, Coastal, etc.) while guaranteeing perspective, window, wall, and floor layout preservation.

How much does PropLabs cost?

PropLabs offers simple, transparent B2B pricing at $0.15 per image with a $300 minimum commitment. Higher-volume platforms and enterprise customers processing over 50,000 images per month receive custom volume discounts and dedicated model infrastructure.

How many images are included in the $300 minimum?

At our standard rate of $0.15 per image, the $300 minimum spend includes 2,000 processed images. Unused image balance rolls over into your account billing cycle.

Can I integrate PropLabs into my SaaS?

Absolutely. PropLabs is designed for white-label integration into real estate SaaS applications, CRMs, listing platforms, and MLS workflows. Your users remain inside your UI while PropLabs powers the background AI generation.

Can I use PropLabs for virtual staging?

Yes. Virtual staging is one of our six core API capabilities. You can stage living rooms, bedrooms, dining spaces, patios, and commercial offices in multiple architectural styles.

Can PropLabs remove objects from real estate photos?

Yes. The PropLabs Object Removal workflow erases unwanted furniture, clutter, personal items, cables, trash cans, and vehicles from interior and exterior property photographs with natural texture reconstruction.

Can PropLabs renovate a property photo?

Yes. Our AI Renovation capability allows users to visualize modern kitchens, updated bathrooms, new flooring materials, wall refinishing, and fresh paint colors while preserving the original room geometry.

Can PropLabs replace skies in property photos?

Yes. PropLabs automatically detects rooflines, foliage, and window reflections to swap overcast or gloomy skies for vibrant blue skies, twilight sunsets, or soft cloud cover.

Can PropLabs enhance grass in property photos?

Yes. The Grass & Lawn Enhancement workflow repairs patchy, dry, or dead grass, replacing it with realistic, manicured green turf without altering paved driveways or surrounding landscaping.

Can PropLabs brighten dark property photos?

Yes. Our Low-Light & Photo Enhancement API balances dynamic range, opens shadow details, removes yellow interior lighting color casts, and pulls window views for high-dynamic-range (HDR) quality.

Can PropLabs process images in bulk?

Yes. Our high-throughput API architecture handles parallel asynchronous batch requests, allowing platforms to submit full shoot packages (20-100+ images per property) concurrently.

Can PropLabs train a custom AI model?

Yes. AxcelerateAI and PropLabs provide custom AI model fine-tuning for enterprise platforms. We can train specialized models on your proprietary furniture catalogs, unique architectural branding, or localized interior design guidelines.

Can PropLabs build custom generative AI workflows?

Yes. Beyond our six core endpoints, our engineering team builds custom pipelines for object detection, automated QA filtering, brand-specific staging pipelines, MLS automated compliance checks, and multi-step image transforms.

Can PropLabs integrate with our existing software?

Yes. We support custom integrations with Cloud Storage (AWS S3, Google Cloud, Azure), real estate CRMs, photography scheduling software, MLS databases, Zapier/Make automation, and custom backends.

Who is PropLabs for?

PropLabs is built for PropTech platforms, real estate SaaS companies, property marketplaces, real estate photography agencies, virtual staging businesses, and enterprise brokerages processing property imagery at scale.

Is PropLabs only for real estate agents?

No. While agents benefit through platforms that integrate PropLabs, PropLabs itself is a B2B API infrastructure platform built for software developers, CTOs, photography businesses, and PropTech enterprises.

Build the Next Generation
of Real Estate Photography.

Whether you process thousands of property images or are building the next PropTech platform — PropLabs gives you the AI infrastructure to scale.

Virtual StagingRenovationObject RemovalEnhancementCustom AI
Get API Access Talk to Our Team