Use cases

Start with a question.
Follow the science.

Real data. Researcher-led conversations. Specialist agents.
Explore the work, from the first file to the final figure.

01 / Single-cell biology

A liver, resolved into cells.

Build a fresh cell atlas from raw RNA counts. Then uncover the identities, disagreements and donor bias behind the map.

05 real-data walkthroughs

02 / Proteomics

1,120 MS/MS spectra

Trace real mass-spectrometry peaks to peptide matches and protein coverage, with a reference check that makes the gaps visible.

03 / Cell biology

60 frames · 29.5 hours

Turn a HeLa time-lapse into tracks and division candidates. Compare each claim with manual annotations, including the missed events.

04 / Genetics

52,035 reads · 100 kb

Call DNA variants from real aligned reads. Inspect coverage, genotypes and read-level evidence against a reference benchmark.

05 / Biochemistry

14 measurements · 1 assay

Reconcile source measurements, calculate potency and inspect molecular structures. Keep suspicious values visible, with their reasons.

Your next research question