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Free estimate
Industries/Life sciences
AI labs are buying lab and research data

Your old research data could be worth $100K to $5M.

AI labs license de-identified research records from established US biotech, pharma and life sciences companies to train models on real lab work. You approve exactly what's included.

Free valuation in about a minute
100% de-identified before delivery
Written scope sign-off on every system
No cost to your business, ever
Get indicative valuation How it works
$0Cost to your firm. Buyer pays.
1 minTo generate your estimate
0%Equity or debt impact
100%De-identified prior to buyer delivery
Market Counterparties · Active AI Data Buyers
OpenAIFoundation Models
AnthropicFrontier Research
Google DeepMindMultimodal AI
Microsoft AIEnterprise Systems
Scale AITraining Data Foundry
Meta AIOpen Weights Lab
xAI / SpaceXApplied Reasoning
What AI Labs License

The lab and research records AI labs are buying

One well-documented system can qualify. You choose what's included.

REC-01

Lab notebooks (ELN)

How scientists plan experiments, record results and decide what to try next

ELN, SharePoint, Google Workspace
REC-02

LIMS records

How samples move through testing, with results, methods and QC flags

LIMS
REC-03

Assay data, protocols and screening results

Which conditions worked, which didn't, and how protocols were refined

ELN, LIMS, instrument data drives
REC-04

Synthesis conditions and spectra

How compounds get made, characterized and optimized across many attempts

ELN, analytical instrument software, file shares
REC-05

Sequencing, perturbation and bioanalysis data

How biological measurements connect to experimental design and interpretation

Sequencing data stores, LIMS, CRO reports
Data Transfer Architecture

From your accounts to a licensed copy

1. Your systems

ELNSharePointGoogle WorkspaceLIMSSequencing data storesCRO reports

2. You approve scope

You authorize exactly which dates and software tools are included.

3. De-identified

Entities, names, banking credentials and personal data are purged.

4. Licensed copy

Transferred under NDA for model training. Never published.

Your production systems remain untouched and operational.

Eligibility Bar

What your business needs

  • 20+ employeesAn established operational footprint with historical workflow depth.
  • 3+ years of recordsTenure provides pattern consistency that AI training algorithms require.
  • US or approved regionsUS companies evaluated immediately; international teams reviewed by request.
  • Real business softwareEmail, cloud drives, CRM, ERP, CAD or job-tracking platforms.
Transaction Process

Three simple steps to payout

01

Get your estimate

A brief review of your headcount and systems. Takes 60 seconds.

02

Review offer with specialist

A confidential call followed by a formal written licensing offer.

03

Approve scope & get wire payout

Approve specific archives in writing. Receive payment on agreed net terms.

Sector FAQ

Common diligence questions

Get indicative valuation
Records that show how research actually happened: ELN entries, LIMS records, assay data and protocols, screening results, synthesis conditions and spectra, sequencing or perturbation data, bioanalysis reports and discontinued programs. You don't need all of them. One well-documented dataset can qualify. The usual bar is 20+ employees, 3+ years of records and a US base, with data in real systems such as ELN or LIMS.

See what your lab and research records could be worth.

Takes about a minute. Zero cost, no obligation.

Get my estimate
Other Sectors

We license records across industries

Manufacturing
Engineering & design
Architecture & construction
Software development
HVAC & home services
Freight & logistics
Accounting firms
Law firms
Healthcare practices