Assembly Connection reads startup and investor profiles as vectors, scores their fit with cosine similarity, and only introduces the pairs that clear the bar. No cold decks, no spray-and-pray.
Three steps run in the background the moment a profile is created. Nothing is introduced until the math agrees.
Thesis, stage, check size, sector focus, or traction and roadmap — captured as structured fields, not a static deck.
Every profile is converted into a vector via an open-source embedding model — a coordinate in a space where similar intent sits close together.
Cosine similarity ranks every possible pair. Only scores above threshold get surfaced — to both sides, at the same time.
You fill in one structured profile once. Assembly Connection compares it against every active investor thesis in the system and only routes you to the ones with real alignment on stage, sector, and check size.
Write your thesis as structured criteria instead of a paragraph on a website. Assembly Connection scores every incoming startup profile against it continuously, so your pipeline stays sorted without a single associate reading a deck.
Set up a profile in about ten minutes. We'll tell you your score before we tell anyone your name.