Industries / Life sciences
AI labs are buying lab and research dataYour 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 estimate in about a minute
- De-identified before delivery
- You approve every system and date range
- No cost to you, ever
The lab and research records AI labs are buying
One well-documented system can qualify. You choose what's included.
Lab notebooks (ELN)
How scientists plan experiments, record results and decide what to try next
ELN, SharePoint, Google WorkspaceLIMS records
How samples move through testing, with results, methods and QC flags
LIMSAssay data, protocols and screening results
Which conditions worked, which didn't, and how protocols were refined
ELN, LIMS, instrument data drivesSynthesis conditions and spectra
How compounds get made, characterized and optimized across many attempts
ELN, analytical instrument software, file sharesSequencing, perturbation and bioanalysis data
How biological measurements connect to experimental design and interpretation
Sequencing data stores, LIMS, CRO reportsFrom your systems to a licensed copy
Your systems
You approve the scope
Pick systems and date ranges, in writing.
De-identified
Names, clients, addresses and account numbers removed.
Licensed copy
Used for AI training. Never published.
Your originals stay in your systems, untouched.
What you need
- 30+ employeesAn established team with real operating history.
- 3+ years of recordsLong history is where the value is.
- Based in the USOther regions are reviewed case by case.
- Records in real business systemsEmail, file storage, CRM and the tools your team works in.
Not sure how much data you have?
Nobody expects you to know. Get an indicative range in about a minute; the volume is measured later, on a call.
Get my estimateThree steps. You decide at each one.
Get your estimate
A few questions about your company. About a minute.
Talk to a data specialist
A short call, then a written offer after a review of your systems.
Approve, then get paid
You sign off on the scope. The copy is de-identified before delivery.
Questions owners ask
Still unsure? The estimate is free and commits you to nothing.
Get my estimateWhat research records do you need?
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 30+ employees, 3+ years of records and a US base, with data in real systems such as ELN or LIMS.
Do we give up ownership of our data or IP?
No. You license a copy. Your original records stay in your systems, untouched, and you keep ownership. Before anything is exported, you approve the exact systems and date ranges in writing, and you can leave out any program, folder, tool or period. Nothing leaves until you sign.
How are patient, personal and partner details handled?
Patient-level data that links genetic or molecular data to clinical outcomes is excluded. For everything else, records are de-identified before delivery. Every person, client, company name, address and account number in the agreed copy is replaced with a placeholder or removed. Highly sensitive fields, such as payment details and Social Security numbers, are removed entirely.
How much work is this for our team?
Usually a few hours from whoever administers your ELN, LIMS and file systems. There's no cost to you, and you're never invoiced. The buyer pays Renaissance Data Lab a finder's fee when a deal closes. It doesn't come out of your offer and is disclosed in writing before you sign. Typically, it takes about 60 to 90 days from first call to payment.
Our data is covered by sponsor and collaboration agreements. Can we take part?
That depends on your contracts and obligations, and we don't give legal advice. Check with your own counsel. The buyer's legal team reviews scope with you before any export. Data covered by sponsor, collaboration, CRO or licensing agreements is reviewed during scoping and can be excluded.
Does the eligibility check commit us to anything?
No. The check is free, takes about a minute and creates no obligation. If you qualify, the final offer comes in writing after a review of your actual systems and data volume. Nothing leaves your systems until you sign.
See what your lab and research records could be worth.
Free, about a minute, no obligation.
Get my estimate