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Empower your research lab with
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Connecting university labs, teams, and divisions with expert data specialists to advance your research, structure your lab for the AI generation, and accelerate your publications.

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The reality of academic research

Researchers are stretched thinner than ever.

100.0%

Funding is shrinking.

The NIH R01 success rate for early-stage investigators has fallen from over 30% — and it keeps dropping.

0%

Admin is eating your research time.

Nearly half of a principal investigator's time is now spent on administrative tasks, not research.

0%+

Burnout is systemic.

More than half of early-career researchers report experiencing burnout driven by the publish or perish culture.

The platform

From literature review to funded proposal, in one place.

01Data foundation

Datasets

Upload, transform, search

Bring your CSVs or describe what you need — transformation scripts are generated to clean, reshape, normalize, or even synthesize datasets from scratch.

  • Natural-language transforms
  • Search across external data repositories
  • Synthetic data generation
  • Auto-generated pandas scripts
gene_expression.csv
42,391 rows
Find datasets with RNA-seq from mouse liversemantic
NameRowsTypeStatus
Ready
Ready
Ready

Normalize the expression values

Describe a transformation...
Experiment Run #47
Running

Pipeline

Data
Prep
Feat.
Model
Train

Accuracy

0.40

Loss

0.81

Epochs

0/50

Training Progress

02Experimentation

Runs

From prompt to trained model

Describe an experiment and get a full script package — model, training loop, config, and requirements. Execute on managed GPU compute, capture training metrics, and open interactive notebook explorations whenever a question surfaces.

  • Auto-configured scripts
  • Managed GPU compute
  • Training metrics & history
  • Notebook explorations
03Research narrative

Projects & Proposals

Literature review → funded research

Drop papers into a project and references, gaps, and research questions surface automatically. When you're ready to apply, everything you've built is synthesized into a structured, editable, exportable proposal.

  • Reference extraction
  • Gap analysis
  • Auto-drafted sections
  • Export to PDF or Word
NIH R01 Proposal
ShareExport PDF

Spend your time on research, not on fighting your tools.

Join researchers getting early access to the platform that gives every lab the capabilities of a fully staffed data team.