Synthetic Data for Retail: Prevent Losses, Improve Checkout & Optimize Stores

Chameleon revolutionizes Retail & eCommerce AI, enabling businesses to optimize store operations, reduce losses, and enhance customer experiences. Our advanced synthetic data platform creates realistic virtual retail environments, helping AI models adapt to real-world challenges with precision.

Key Use Cases

  • Point of Sale Monitoring – Detects mis-scanning, fraud, and product identification errors
  • Store Management – Tracks spillages, aisle obstructions, and stock placement
  • Customer & Security Insights – Generates heat maps, re-identifies lost children, and detects suspicious activity

Explore More Use Cases - Point Of Sale Monitoring

Use Cases

  • Produce recognition
  • Product identification
  • Mis-scanning and scan avoidance
  • Product and ticket switching
  • Bottom of basket and unscanned item losses

Chameleon Benefits

  • Once a scene has been set up multiple corner cases can easily be created.
  • SKU’s can be imaged from multiple angles from multiple cameras to generalize recognition
  • Occlusions can be created (other objects, employees hands etc)
  • Speed of viewing of object can be adjusted (faster than real time possible)
  • New or unique SKU’s can be ported into Chameleon using digital twin technology
  • Employee checkout, self checkout, no checkout can all be modelled

Explore More Use Cases - Store Management

Use Cases

  • Spillages (litigation issues)
  • Object Detection (pallets/boxes in aisles)
  • Store heat maps
  • Person reidentification (lost child / suspicious person)
  • Stocking (correct shelf order and re-stocking)

Chameleon Benefits

  • Easy to set up scenes that may be dangerous to create in public environments
  • Lighting easily adjustable to represent differing conditions
  • Shelving easily re-configurable to test different store configurations
  • Procedural population of shelving with SKU’s can create huge variety of shelving images for SKU placement & detection
  • Infinite variety of camera placement useful for determining locations for person reidentification

Enquire

If you would like to discuss how our Data Packs could work for your organisation, please get in touch.