Capture the Future
Before Consensus Forms.
Find your next deal while it's still a repository, a preprint, or a weekend project.
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Find your next deal while it's still a repository, a preprint, or a weekend project.
When an AI project finally hits your inbox, the premium is already priced in. Traditional deal sourcing relies on roadshows and handshakes — inherently lagging indicators.
In this era of exponential growth, greatness isn't born in a pitch deck; it's born in code repositories and academic debates.
You need to hear the echo of the future, right now.
Three signals decide what reaches you — rescored every day across data faces that exist nowhere public: an issue-semantics index, hand-verified funding records, years of un-downsampled star history. A general agent can read a repository; it cannot bring these with it.
Catch acceleration while the project is still small. It fires as readily on a four-week-old repository as on a famous one.
Tell commercial interest apart from developer curiosity — before there is any revenue for you to look at.
Back the people even when this particular repository isn't the one. Strong builders stay worth knowing.
In the window that closed 121 days before the round, four of nine new issues were teams pulling the product onto their own servers. The demand reading cleared the bar and sim went on the Watch list.
Five cases, each read against the round that followed — and one that ran the other way.
Every day the same bars behind the case studies run across the whole corpus, and what cleared one reaches you here — a repository accelerating, research worth knowing, a company that just raised. Nothing to configure; it is waiting the moment you sign in.
A scored pipeline of early-stage projects, each rated across three proprietary signals and reduced to one plain recommendation — reach out, watch, or skip. A long list becomes a short one.
66,000+ builders tracked as they move between labs, big tech, and the open-source frontier — surfacing the ones who have just left, and the ones open to work today.
New work from arXiv, bioRxiv, and PubMed, scored for investment signal within a day of publication — and flagged when an author is a builder we already follow.
Six worked studies — the curve everyone saw, the span one signal held, verbatim receipts, and the round. One ran the other way and says so.
Read the case studiesThe funded list carries the public numbers around each round — and the engine behind it runs every day.
Open the signal pagesTen minutes on what each shelf, badge and action means — then the terminal, one sign-up away.
Start with the guideDiscover the gems before they surface — when their funding history is strictly zero.
Track top minds moving from OpenAI or DeepMind to the open-source frontier. Where they build is where the next breakthrough begins.
Agents or multimodal? Commit patterns and citations, read together, show where the field is heading.
Funds at the top of the market run in-house data platforms to see this layer early. Veridian Vista hands you the same layer — instrument included, data team not.
The asymmetry has moved upstream. So should you.