Engineering and research firms hold decades of design and experimental history. Lunchbreak values it, anonymizes it and licenses it to the teams training frontier AI. You keep ownership and choose exactly what is shared.
Firms that are operating, winding down or already closed. If you have at least a year of records and ten people contributed to them, you likely qualify.
Buyers pay for context, not file counts. This is how we weigh an archive before a sample review.
Years of records and how many people contributed to them. Ten years of a twenty-person team beats a single big project.
Change orders, review threads, failed experiments and notebook entries. The thinking between files is what models cannot get elsewhere.
Specialized fields with little public data, such as tooling, clinical assays or aerospace structures, command a premium.
An unbroken record you clearly own is worth more. Closed firms often qualify for higher offers for this reason.
Six questions, about two minutes. You get an indicative range now and a written offer after a sample review.
Indicative only. Final offers depend on a sample review, rights and anonymization. No commitment required.
Automated removal catches the obvious. Specialists who know your field catch the rest, such as a client name hidden in a part number or a patient ID in an image header.
Names, emails, phone numbers, addresses, client and project names, signatures, file authorship metadata and all 18 HIPAA identifiers.
TLS 1.3 in transit and AES-256 at rest, with keys managed per client.
Every client is processed in a separate environment. Records are never mixed.
A specialist checks every dataset after automated anonymization, before you see it.
Every read is logged and attributable. You can request the access log at any time.
If you stop, we delete what you shared and confirm it in writing.
A specialist in your field will reply within two business days to schedule a 30 minute call and a confidential sample review.
Generally, you need at least one year of operations, ten or more employees at some point, earned revenue, and clear rights to the records. Firms that are operating, winding down, or already closed can all qualify.
We look at how deep and complete the record is: years of history, peak headcount, revision history, the reasoning captured in reviews and notebooks, and how scarce the domain is. A sample review turns your estimate into a written offer. Try the estimator.
You do. We license specific usage rights defined in your agreement. You keep ownership of the records and can continue to use them however you like.
Yes. You choose the systems, folders and date ranges. You can exclude any project, client or record, and you review the anonymized dataset before it is approved.
No. Data is never published. Use is limited to model training and evaluation under confidentiality and permitted-use terms.
We do not accept ITAR or EAR controlled technical data. Clinical records are only accepted after de-identification that meets HIPAA standards, and we will tell you if a dataset cannot be used.
You can stop at any point before signing. We halt processing and delete everything you shared.
Introduce a business that licenses its records through Lunchbreak and earn up to $100,000.