How much is company data worth?

Start with a use case, not a price calculator

A collection can be valuable inside your business and still be unsuitable for an outside buyer. Internal usefulness does not establish demand for AI training, evaluation or another use. Start by describing the problem the material could help solve: debugging software, understanding a specialist workflow or evaluating decisions against recorded outcomes.

Describe what exists today rather than what you could create later. A codebase, a commit history and a database of customer activity are different assets, with different permissions and preparation costs. Do not combine them into one headline number.

• Write a one-paragraph inventory: content, domain, coverage period, format and approximate scale.
• Explain the link between inputs and outcomes, if one exists.
• Record gaps, duplicates and restrictions instead of concealing them.

The factors that can affect a licensing discussion

Relevance to the buyer’s task comes first. Context can make records easier to interpret: documented schemas, linked issues and fixes, or consistent labels. Completeness, accuracy, coverage and a usable delivery format can affect whether a buyer can evaluate the collection at all.

Rights can be decisive. Ownership of a database does not necessarily grant permission to license everything inside it. Customer contracts, contractor agreements, open-source components and personal information need separate attention. A smaller, clearly scoped collection may be easier to discuss than a larger collection with unresolved permissions.

Licence scope changes what is being priced

A price conversation needs a concrete scope: which material, which permitted purposes, which users and what duration. Internal evaluation, model training, commercial model deployment and redistribution are not interchangeable permissions. Exclusivity also restricts the seller’s future options and should be considered explicitly.

Ask how copies, model outputs and trained weights may be used after the agreement ends. A contractual deletion requirement for source files does not automatically reverse a completed training run. Those questions need written terms and, where appropriate, specialist legal advice.

Compare potential income with the cost of a deal

Preparation can require staff time, rights review, privacy work, cleaning, packaging and ongoing delivery. There may also be negotiated brokerage fees and tax implications. A proposed payment is not the same as net proceeds.

Before spending heavily, establish whether there is a credible use case and whether a prospective buyer can assess a limited, authorised description. Do not upload production records, credentials or customer data simply to get a speculative estimate.

• List one-off preparation and legal costs.
• Separate a one-time snapshot from recurring updates or support.
• Ask for a written scope before comparing commercial proposals.

What an AssetGate assessment can tell you

The free assessment gives a qualitative preliminary read on the material you describe, including potential fit and questions about depth or rights. It is not an instant monetary valuation, an offer or a promise of a buyer.

AssetGate is an early-stage exploratory brokerage focused on Europe, starting with the Nordics and UK. If further discussion makes sense, the next step is a personal review. Any pricing discussion needs actual buyer interest and a defined licence.