Non-exclusive
License catalogue datasets for training and evaluation, at the lowest cost per record.
For frontier labs & neolabs
The internet is dense. The lab isn't.
Models are strongest where text is abundant. We license the experimental data that never reached a paper or the open web, across deep tech, biotech and hard tech, with the rights and provenance to train on it.
Text & code
Abundant on the open web
Experimental science
Locked in private archives
What's in the catalogue.
Biotech
Assays and screens, protein and antibody engineering, cell and tissue imaging, bioprocess runs.
Deep tech
Materials discovery, synthesis and characterization, batteries and energy storage, photonics.
Hard tech
Hardware validation, failure analysis, sensor and instrument time series, manufacturing runs.
Agritech
Field trials, phenotyping, soil and crop genomics.
Spacetech
Thermal-vac and vibration testing, propulsion and flight telemetry. Licensed under export-control terms.
Biodefense
Detection, diagnostics and countermeasure development. Every dataset screened case by case.
Every dataset arrives ready to train on.
Raw files for fidelity, normalized tables for speed, and the protocols and rights record that make the numbers mean something.
Provenance record. Origin, chain of title and permitted uses, per dataset.
Quality report. Coverage, missingness, replicate agreement and known issues.
Negatives included. Failed runs stay in, labeled as such.
RL-0000_antibody_developability/
raw/instrument output, untouched
tables/normalized, Parquet
protocols/SOPs, plate maps, reagents
provenance.jsontitle & permitted use
quality_report.pdfcoverage & issues
LICENSE.mdyour terms
License it your way.
Exclusive
Lock a dataset or a whole domain to your lab, for a fixed window or permanently.
Custom sourcing
Tell us where your evals fail. We find and acquire data against that capability gap.
Request access
Mutual NDA and a short call on what you're building.
Browse the catalogue
Schemas, record counts and quality reports for every dataset.
Evaluate samples
Test a representative slice against your own evals.
License & deliver
Escrowed transfer with access logs and agreed usage terms.
Safe to train on.
Clean chain of title, with liens released
No identifiable patient data
Biosecurity review on every bio dataset
ITAR and EAR screening where relevant
Request catalogue access.
Shared under NDA with research and data teams at model labs.