🔎 Similarity Search
Millions of product embeddings searched via GPU-accelerated vector indexes for sub-100ms matching.
ABIGAIL PENNY is an AI retail technology company. We build computer-vision systems that close the gap between seeing a product and owning it.
Custom vision models identify products from arbitrary images in under 200ms — angles, partial views, and busy backgrounds included.
Millions of product embeddings searched via GPU-accelerated vector indexes for sub-100ms matching.
TensorRT-distilled models run on mobile for instant pre-classification before cloud refinement.
Model serving on NVIDIA GPUs via AWS EC2, S3 image storage, DynamoDB catalogue state, CloudFront global delivery — built for predictable unit economics at scale.
See it. Snap it. Own it. Point your camera at anything and SnapFind identifies it, matches it across thousands of retailers, and gets you to checkout in seconds.
In active development. Request early access →
Overlay matched products in your space or on your person before purchasing, powered by the same visual embeddings.
Conversational agents that understand what you're looking at and answer product questions in natural language.
ABIGAIL PENNY LTD is a three-person independent team spanning computer vision research, mobile engineering, and retail operations, founded in London in 2026. We are bootstrapped, shipping fast, and building the visual layer between shoppers and everything they see.