Product intelligence, reimagined.
We design systems powered by autonomous AI agents—transforming fragmented product data into structured, meaningful understanding.
At the core: aggregation. Collecting, normalizing, and linking scattered information across the web.
It’s the challenge of semantics and identity—discerning when two listings describe the same thing, and when they don’t.
Solving this yields more than clean data: it builds the foundation for true machine understanding of products.
Currently focused on Potion.bar, an AI-driven platform for effortless spirits discovery—helping people find and understand great bottles.