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Stipple

Convert raw product photos into pristine catalog imagery instantly

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High-volume e-commerce brands waste hundreds of hours and thousands of dollars waiting for offshore retouching agencies to fix simple lighting, fabric wrinkles, and backdrop blemishes.

Stipple is an interactive real-time visual canvas that lets non-technical merchandising teams brush, clean, and relight product photography live at sub-100ms latency. Merchandisers retain exact brand color fidelity, swap background environments with single strokes, and approve hundreds of SKU assets directly inside their existing catalog workflow.

Stipple turns sluggish multi-day studio post-production into an instant, creative merchandising standard for modern commerce.

COMMENTS — Community Discussion
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#E-com#Design#Ops#Creator
Problem
  • When I coordinate seasonal product photo drops, I want to approve clean catalog imagery rapidly, but offshore retouching agencies take 3 to 5 business days per batch costing over $25 per image.
  • Why Now: High-speed edge rendering and low-latency latent canvas streaming allow instantaneous in-browser visual transformations without heavy local workstation hardware.
  • When I attempt to edit raw product images with generic generative tools, I want localized backdrop and texture adjustments, but standard models uncontrollably hallucinate and warp core product geometries.
  • When I manage hundreds of SKU variations, I want identical lighting and true-to-life Pantone color consistency, but manual Photoshop color-grading consumes 20+ studio hours weekly.
  • Existing Alternatives: Slow offshore freelance retouching networks, complex desktop software like Photoshop and Lightroom, and unpredictable prompt-based image generators.
Solution
  • High-Level Concept: Figma-smooth real-time brush canvas for e-commerce studio retouching and staging
  • Interactive brush strokes that enhance, relight, and de-blemish product photos in sub-100ms real-time feedback loops
  • Strict colorimeter locking ensuring zero drift in certified brand color codes and product textures
  • One-click multi-angle catalog export directly into Shopify Plus, Amazon, and enterprise PIM architectures
Distribution
  • E-commerce studio managers and visual merchandising heads at direct-to-consumer brands with 500+ SKUs
  • Direct integration partnerships with Shopify Plus agency ecosystems and commercial studio production houses
  • Live interactive side-by-side speed benchmarks showcasing before-and-after catalog corrections shared on LinkedIn and DTC operator forums
Pricing
  • Value Ladder: Tiered SaaS: Starter at $190/mo for 500 exports, Growth at $790/mo with custom brand colorimeter profiles, Enterprise at $2.4k/mo with dedicated high-throughput GPU clusters
  • OMTM: Monthly Active Retouched Images Published Directly to Live Product Pages
  • SAM/SOM: 45k mid-market apparel and home goods brands globally, capturing 400 brands in Year 1 yielding $1.8M ARR
Scale Costs
  • High-concurrency dedicated GPU streaming instances delivering real-time sub-100ms canvas latency
  • Proprietary colorimeter verification algorithms ensuring zero delta-E perceptual color drift across displays
  • Enterprise SOC2 Type II compliance and high-availability cloud storage for terabytes of raw catalog RAW assets
Expert Opinions
Avg: 9.2
  • VP of Digital Merchandising at $200M Fashion Retailer
    9
  • Principal Creative Technologist and Former Adobe Architect
    9.5
  • E-commerce Growth Investor and Multi-Brand Operator
    9
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