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Case Study
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SPC Conquers the Car Detailing Market with a New Computer Vision-Based SaaS title image

SPC Conquers the Car Detailing Market with a New Computer Vision-Based SaaS Case Studies, 11 - intetics.com
Client

Scorpion Protective Coatings, Inc. is a US-based car detailing company providing truck bed liners and other protective coatings, film-cutting, and film installation services.

Challenge
  • No comprehensive car parts and windows database with API and accurate measurements was existing on the market.

  • Integration with on-site plotters required solid knowledge of manufacturer-specific data exchange protocols.

Benefits and Results
  • Switching from 3d-party car parts database provider to a proprietary CV-based model enabled accurate measuring and cost-cutting.

  • The integrated end-to-end process ensured the business continuity, robustness, and comfortability of the app for day-to-day use.

  • A well-thought subscription-based monetization model remained at the core of the app to generate additional revenue for the SPC.

  • The initial version of the platform (PoC + MVP) was released in 6 months.

Quick Facts
  • Up to 1 mm of custom ML model accuracy in measuring

  • Unique dataset of car windows created for training

  • Direct integration between the App and the plotters

Technologies

Frontend: iOS (iPhone 12 Pro+, iPad 11 v2 Pro+) / swift / swiftUI. Backend: .NET 8 / ASP.NET Core / PostgreSQL. ML Backend: Python 3.11 + PyTorch + Open3D + OpenCV. Dev Ops: Jenkins + Docker Composer. Cloud/ML Ops: Amazon Web Services.

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