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contact menu iconNeed More Help?
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hf mega menuExplore Our Models on Hugging Face
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One Product Shot. Infinite Variations.
Zero Legal Risk.


Bria helps retailers create, localize, and personalize product catalogs in a
fraction of the time and cost without the legal overhang.

The Strategic Value

Catalog Velocity = Revenue Velocity

Problem: 10,000 SKUs, but only hero products get lifestyle shots. Mid-tail and long-tail products underperform with white-background-only imagery.

Bria Value: Every SKU gets premium treatment. Generate lifestyle contexts for the entire catalog—kitchen shots, bedroom scenes, outdoor settings—driving conversion across all products, not just top sellers.

Channel Proliferation Without Production Explosion

Problem: Amazon needs different specs than your site. Instagram needs different ratios than email. TikTok Shop needs different styles than Google Shopping. Each channel = separate production project

Bria Value: One product shot → infinite channel-optimized variations. Upload once, deploy everywhere, and have it formatted and contextualized automatically for each platform.

Speed to Market = Competitive Advantage

Problem: Trend spotted on Tuesday, photoshoot scheduled for 3 weeks out, content ready in 6 weeks, trend already dead

Bria Value: Trend spotted Tuesday, content live Wednesday. React to market signals, seasonal moments, and competitor moves at digital speed, not production speed

Testing Economics That Actually Work

Problem: A/B testing imagery costs $500+ per variation. Budget allows testing 3 variations. Winner improves conversion 2%, but you left 47 untested options on the table

Bria Value: Test 50 variations for the cost of 1 traditional shoot. Find actual winners, not "best of the three we could afford." Continuous optimization becomes economically viable

Margin Protection Through Cost Transformation

Problem: Photoshoots cost $2K-10K per setup. At 5,000 SKUs across seasonal refreshes, that's $10M-50M annually in production costs

Bria Value: Drop production costs 80-90%. Reallocate savings to customer acquisition, inventory, or margin. CFO-friendly ROI in first quarter

Localization Without Multiplication

Problem: Launching in 8 new markets means 8x content production. Budget for two markets, dreams of 8

Bria Value: Generate culturally appropriate contexts for each market (Tokyo apartments vs. Milan cafes vs. Texas ranches) from the same product shots. Logistics, not content creation, limits global expansion

Returns Reduction Through Better Visualization

Problem: White background product shots leave customers guessing scale, context, and real-world appearance. 30% return rates on certain categories

Bria Value: Show products in context—furniture in rooms with size references, clothing on models in relevant settings, electronics in use environments. Better expectations = fewer returns = margin recovery

Seasonal Agility

Problem: Valentine's content shot in November, Black Friday content shot in August, Q1 spring refresh shot before Christmas. Always planning 6 months ahead

Bria Value: Generate seasonal contexts on-demand. React to weather, cultural moments, and unexpected trends. Summer heatwave? Beach context lives the same day

The Visual Content Engine For Your Entire C-Suite

curated-open-content
For the CMO

"You're spending $8M annually on product photography. What if that became $1M, and you invested the $7M savings in customer acquisition? Same content output, 7x the marketing firepower."

 

open-source
Open Source Models

Ensure every image aligns with your users’ brand guidelines, delivering personalized, professional results every time

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Customizable & Developer-Friendly API

Bria’s open platform allows for easy customization and integration, enabling rapid deployment of AI-driven image features

product
Scale Without Complexity

Scale effortlessly with Bria.ai’s infrastructure, allowing you to focus on product development while we handle image generation

Ensure customers see the right product,
in the right context, at the right moment

Elegant Product Shots for the entire catalog

Replace costly, time-consuming studio shoots with instant, high-quality imagery. Bria automates product photography for massive SKU catalogs, producing consistent, ready-to-use shots in every angle, format, and channel requirement - driving higher conversion without driving higher cost.

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Connect with customers with hyper-relevant visual storytelling

Boost conversions by showing customers the version of your product that resonates most. Bria generates personalized imagery for different customer segments — by lifestyle, season, or preference — delivering more intimate, relevant shopping journeys.

localized lifestyle-1
Product Localization at Scale

Personalization is no longer a buzzword. Bria adapts your product imagery for local tastes, environments, and cultural nuances — no reshoots required. Place the same product in a Paris café, Tokyo street, or New York skyline while maintaining brand consistency.

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A tailored visual gen-ai model - built specifically for your brand

Fine-tune Bria into a model that’s unmistakably yours. From lighting and backgrounds to design aesthetics, your custom model ensures every product shot is consistent, distinctive, and consistently on-brand.

Where Our Retail and E-commerce
Customers Integrate Bria

Product Information Management PIM Systems-4
Product Information Management (PIM) Systems
  • Auto-generate lifestyle imagery when new SKUs are added
  • Create channel-specific variants (web, mobile, app, marketplace)
  • Build seasonal/campaign variations without reshoots
Digital Asset Management DAM Platforms-1
Digital Asset Management (DAM) Platforms
  • Automated background removal on product uploads
  • Generate contextual variations of existing assets
  • Create optimized versions for every channel automatically
Content Management Systems CMS  Web Platforms-1
Content Management Systems (CMS) / Web Platforms
  • Dynamic product page imagery based on user segment
  • A/B testing variations generated on demand
  • Personalized hero images by geography/demographic
Marketing Automation  Campaign Tools-1
Marketing Automation & Campaign Tools
  • Email campaign visuals generated from product catalog
  • Paid ad variations (Meta, Google, TikTok) auto-created and optimized
  • Seasonal campaign assets without photoshoot bottlenecks
Marketplace Integrations-1
Marketplace Integrations
  • Generate marketplace-compliant imagery automatically
  • Create platform-specific formats and contexts
  • Localized imagery for international marketplaces
Ecommerce Platforms
E-commerce Platforms
  • Product page enhancement with lifestyle contexts
  • Cross-sell/upsell imagery generation
  • Collection and category page hero images
Social Commerce  Shoppable Content-1
Social Commerce & Shoppable Content
  • Instagram/TikTok-optimized product visuals
  • Influencer-style lifestyle shots at scale
  • Stories/Reels format automated variations
Merchandising  Planning Systems
Merchandising & Planning Systems
  • Preview products in seasonal contexts before production
  • Test visual merchandising strategies digitally
  • Create lookbooks and catalogs without shoots

Cut Costs. Grow Conversions. Build Intimacy at Scale.

Bria turns your 50,000+ SKUs into high-performing, personalized customer experiences
while reducing product photography costs and protecting brand identity.

60%

Producttion Cost

70%

Time-to-market

35%

Conversion rates