Our Vision

We are AI researchers with backgrounds in academia and industry, building agentic AI that can see, read, and reason across vast volumes of visual and document data.

We are building the infrastructure that gives agentic AI continuous, fine-grained access to thousands of images, documents, and videos at once, so it can search, analyze, and act on what it actually understands, not what a single vector approximates.

Our approach puts first an innovative respect for research and systems-engineering: deep learning ensembles and neural embeddings, typed agentic contracts and execution graphs, and compile-time data validation are our bread and butter. Each layer designed for deeper intelligence as data grows.

Visual intelligence, engineered to scale.

Samuel Speas

Samuel Speas

Founder