Skip to content

THE DATA LAYER FOR BIOLOGICAL AI

Better models.
Grounded in
real biology.

Bridge the gap between prediction and experiment. Discover biological datasets, explore benchmarks, and build the evidence behind your next breakthrough.

Public onboarding datasets. No paywall to get started.

BIOLOGY, MADE COMPUTABLEFIG. 01
Experimental data
Model-ready possibilities.
CONTROLPERTURBATIONRESPONSE

REAL EXPERIMENTS.
MEANINGFUL SIGNAL.

RNA-seqIHC / IFPerturbation studiesSingle agents + combinations

ONE PLATFORM. MORE WAYS FORWARD.

The right evidence.
For your next question.

From a first model prediction to a purpose-built experiment, find the data that moves your research forward.

01 / BENCHMARKS

Put your predictions
in biological context.

Start with public onboarding datasets. Explore private benchmarks built around experimental responses your model needs to understand.

Labile Cell BenchmarkRNA-seq · 4 included studies
By request
01T3 + TRH dose responseRNA-seq
02RSPO pathway perturbationsRNA-seq
03Farnesol + doxycyclineRNA-seq
04Olanzapine + naltrexoneRNA-seq
Explore the benchmark suite
02 / STUDY MARKETPLACE

Your next dataset
may already exist.

Explore existing experimental studies. Request exclusive rights or nonexclusive access to the data that fits your research.

*Readouts and QC availability vary by study.

Visit the Study Marketplace

A familiar place to start.

Explore ARC VCC and State-Tahoe-Filtered with free control-cell downloads and dataset-specific preparation guides.

Explore free datasets

BUILT AROUND YOUR RESEARCH

Less friction.
More discovery.

Have a specific question?
01

Find your starting point.

Explore a benchmark suite or discover an existing study with the biological context and readouts you need.

02

Bring your model.

Start with public control cells, treatment labels, and a defined prediction schema. Prepare your model’s responses for evaluation.

03

Go beyond what’s available.

Request a private benchmark, acquire study access, or commission an experiment around your next research question.

PURPOSE-BUILT FOR YOUR QUESTION

The data you need
doesn’t exist yet?
Let’s change that.

Define your biological system, perturbations, and quantitative readouts. Our network of vetted wet labs will bid to complete your study.

Request a bespoke study
YOUR RESEARCH QUESTIONA study, built around you.
Vetted labVetted labVetted lab

Your brief. Our lab network.
The next piece of evidence.