EvoEngine · AI Research Workspace

An AI-native operating systemfor life sciences.

Connect data, tools, teams, and instruments. Bring AI agents into every stage of the design–build–test–learn cycle.

For IndividualsFor Enterprises
From question to result: see a real workflow

From questions to outcomes

One request. A full research toolkit.

Research deeply, design experiments, and analyze data—with tangible results at every step.

Figures 1–2 · Reproduction StudyPNAS 2025 · e2509222122
Published resultsFigure 2F
Original single-cell UMAP from Figure 2F, with cell types shown in different colors
Published UMAP
Public data reproduction✓ Figures generated
Single-cell UMAP from the reproduction package, retaining the archived embedding
Archived UMAP · Embedding differences recorded
Gene-by-gene comparison
14 / 22Gene pattern correlation
r ≥ 0.88

Traceable reproduced results and differences

Expression heatmapSelected genes · Z-score
PDIA1PDIA3PDIA5ERP29AGR2AGR3
Pretreatment
ADT
Combination

And there's more.

100+

Research task capabilities

Search, analysis, visualization, and delivery

20+

Authoritative public databases

Literature, omics, structures, and disease data

15+

Scientific computing tools

Traceable environments for scientific computing

CPU · GPU

PARTNERS

Our Partners

Connecting research and industry, together.

  • BioCreatech
  • Vang Chemical
  • LinkSure Group
  • Tencent Cloud
  • NovoSyn

Get Started with EvoEngine

Bring your next research question into a workspace built to act on it.

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