About Opal Principal

Owners get a quick indicative estimate from us, free of charge, for licensing company records to AI labs. When an owner wants to go further, License Your Data, our licensing partner, takes over: a 15-minute call, a de-identified copy for you to review, and a license only once you approve.

AI labs use genuine records of how businesses operate, under license, for training and testing. Most businesses already keep years of these records in the software they use every day.

Owners and leaders running operating businesses, typically with at least 20 full time employees and three years of history or longer, who keep their records in business software. A smaller team with a long history can still qualify.

That includes manufacturers, builders, service companies, carriers, practices and software firms. Our industries page covers each one.

Virginia Cummins, Partnerships Manager.

Email virginia.c@opalprincipal.co. Send every question here, whether ahead of the call or later, and someone who understands the process will answer you.

• Bill you for an estimate
• Treat an indicative range as an offer
• Share anything you have not approved
• Give advice on the legality of licensing for you

It is unusual to think of an inbox or a shared drive as something with a price. With an indicative range in hand, you can decide if a quick call is worth it before you spend a minute on one. Only three answers go into the range, so no access to your systems is ever needed. Indicative estimate based on your answers. Not an offer or guarantee.

Plainly. Everything begins under NDA. Your originals never leave your systems, and nobody asks for passwords. Placeholders replace names and identifiers there, you may leave out a folder, a client, a matter or a whole system, and nothing goes out until you approve a sample. You are not charged anything.

Our licensing partner is License Your Data. Specialists there make the follow-up call, produce a de-identified version and run the licensing. We concentrate on the start: giving you a range so you can decide whether to keep going.