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Life sciences

Find the investigators, sites, and systems first

Investigator, trial-site, and system-investment intelligence built on momentum signals — not directory look-backs.

Who this serves

Major pharma, biotech, CROs, biomanufacturers, medical device, diagnostics.

What this means for your strategy
  • Build advisory boards and KOL plans around rising-star investigators — ranked by funding momentum and peer quartile, not historical citations
  • Select and rescue trial sites on demonstrated site-level throughput from a daily-refreshed national panel
  • Spot which health systems are investing in your category — hiring, capacity, and capital signals — before it is public news
The quality behind it
  • Investigator momentum triangulated across public funding, publication, patent, and trial registries on publisher cadence
  • Site-grain trial panel refreshed daily — recruiting status and history preserved snapshot over snapshot
  • Every signal resolved to investigator identity and system ownership, so intelligence rolls up to the account your team calls on
Why AI alone can’t replicate it
  • Momentum is longitudinal — it exists only because every vintage was captured and preserved; the public web keeps only today
  • Investigator identity resolution across multiple public registries takes a curated match process — generic entity matching quietly mislabels
  • Directory look-backs describe who was famous; a forward-looking momentum signal must be assembled, governed, and analyst-gated
By the numbers
3,900+research organizations ranked by topic momentum, FY2018–25
Dailyrefresh of the national trial-site panel, with history preserved
5 signalsfunding, publications, trials, patents, abstracts — per institution
600+health systems monitored daily for hiring investment signals
Editions for this seat

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