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FOR AI x SCIENCE TEAMS

Parse scientific literature without losing its structure.

The future of science hinges on access to high-quality data. Our models are at the cutting edge and enable biotechs, materials science labs, and pharma R&D teams pushing the frontier.

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TRUSTED BY
HOW IT'S USED

Five million pages of materials science. Sixteen weeks to a goal.

CASE · 04 Research & Pharma · Model Training · Cloud · 2026

Radical AI

"We were quite blown away by the quality of extraction, especially on the type of complex academic papers that we were passing in."

— Rohil Kulkarni · Product Lead, Radical AI
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  • 5M+ PAGES INDEXED, IN DAYS
  • 2–3/s PAGES PER SECOND, SUSTAINED
  • 16 wks TO MATERIALS PERFORMANCE GOALS
DOCUMENTS WE PARSE FOR RESEARCH & PHARMA

The documents that break standard parsers.

D · 01 Academic papers

Multi-column, equation-dense, mixed reading order

Try in playground →D · 02 Scientific figures

XRD, SEM, microscopy — extracted as discrete assets, bound to captions

Try in playground →D · 03 Patents

Claims, drawings, family metadata

Try in playground →D · 04 Lab notebooks

Handwriting, sketches, mixed formats

Try in playground →D · 05 Clinical & regulatory

Protocols, dense result tables, 510(k) and IND filings

Try in playground →D · 06 Internal research

Parsed on-prem when documents can't leave the network

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WHY DATALAB

Built by researchers, for the documents research runs on.

01 LAYOUT FIDELITY

The parse keeps the structure scientific extraction needs.

Tables stay intact, equation regions resolve correctly, and figure boundaries land at the right page coordinates.

02 BUILT BY RESEARCHERS

Edge cases are research problems, not support tickets.

When a document profile breaks the parse, our research team takes it back to the model and publishes the benchmarks.

03 AIR-GAPPED ON-PREM

For documents that can't leave the network.

The inference cluster runs inside your own network on the same model weights as the managed cloud.

DEPLOYMENT

Run it wherever your research data has to live.

  • Managed cloud

    Start with an API key — nothing to host or operate.

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  • EU data residency

    Run in-region, with no egress to US infrastructure.

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  • Your VPC

    Runs inside your own AWS, GCP, or Azure account.

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  • On-prem & air-gapped

    Fully offline, the same model weights, dedicated support.

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