Foresight

Verifiable prediction intelligence. We predict which science papers become startups — and we prove we’re right.

Prediction intelligence for every innovation stakeholder

Foresight isn’t just a product — it’s the evidence layer that every research commercialization workflow needs. TTOs need to prioritize disclosures. Deep-tech VCs need to find deals before anyone else. Corporate R&D needs to track threats. Government programs need to measure impact.

Foresight provides the same immutable, backtested prediction data to all of them — with persona-specific entry points into the Build Loop, Scout, Terminal, and Talent surfaces.

Who uses Foresight

Tech Transfer Offices

Prioritize disclosures by commercialization probability. Foresight scores every paper your faculty publishes.

Open Build Loop →GET /api/v1/foresight/predictions?status=unresolved

Deep-Tech VCs

Find deals before anyone else. Frozen prediction ledger with 18-24 month countdowns on tomorrow's unicorns.

Open Scout →GET /api/v1/foresight/backtests

Corporate R&D

Track threats and opportunities across competitive research fronts. Terminal dashboards powered by Foresight scores.

Open Terminal →GET /api/v1/foresight/paper/{arxivId}

Government Grants

Measure portfolio commercialization impact with verifiable backtests. Every prediction is auditable end-to-end.

Open Talent →GET /api/v1/foresight/score?arxiv_id=...