Confidence you can defend.
DATOM scores the structural integrity of scientific claims by combining published research with your in-house experimental data — so institutions can make defensible decisions before certainty exists.
The Problem
The reproducibility crisis is an infrastructure problem.
of researchers have failed to reproduce another scientist's experiments. Evidence — from publications and internal experiments alike — is lost, not structured.
wasted annually in the U.S. on irreproducible preclinical research. No tools exist to structurally audit the evidence behind a claim.
Who it's for
Built for those who manage high-stakes evidence
Research Labs
Unify published literature with your own experimental data. Manage claim provenance, eliminate circular research, and turn evidence into a compounding institutional asset.
See how it works →Investors & Decision Makers
Audit the structural integrity of technical claims during diligence. Know what the evidence actually supports.
See the use cases →Get Started
Two ways to start
For Research Labs
Evaluate your lab's claims with structured evidence before committing resources. Turn your experimental data into a compounding institutional asset.
Request Charter Partner Access →For Investors
Assess a portfolio company's scientific claims before your next check. Know what the evidence actually supports.
Request a Confidence Report →