What is company data worth in bankruptcy?

"What's it worth?" is the first question every debtor, lender and committee asks. For operational data, there's no listed price and no published comparables. But there are clear factors that move the number, and a reliable way to find it.

General information, not valuation, legal or tax advice. Figures are illustrative.

The honest range

Our illustrative range for US companies with meaningful operating history is up to $50K to $1M+. That's wide on purpose. Some datasets bring nothing; a few bring more than the top of the range. No one should promise you a number before buyers have seen a description and made offers.

What buyers are paying for

AI developers license business data to teach and test systems that do real work. They pay for:

• Workflows. How a request becomes a decision, approval and outcome.
• Judgment. Why a team chose one option over another, and what happened next.
• Exceptions. How problems get escalated and fixed.
• Change over time. How procedures evolved.

They don't pay for identities. That's why de-identification usually costs little in value.

Factors that raise value

Factors that lower value

Does bankruptcy depress the price?

Not necessarily. Distress hurts prices for assets whose value depends on the business continuing (inventory, receivables, goodwill). Operational history doesn't stop being useful because the company filed. And a sale order from the bankruptcy court, with a good-faith finding under § 363(m), can make buyers more comfortable than a private deal.

What can depress the price is rushing a single-buyer deal. Competition is what turns a distressed sale into a fair one.

How to show the court the price is fair

Courts approve sales that reflect sound business judgment at a fair price. The usual evidence:

1. A documented market test. Who was contacted, who made offers, and why the chosen offer is best.
2. A stalking horse and auction if the value justifies the cost. See stalking horse bids for data assets.
3. A declaration from someone who ran the process.

Appraisals help less here than for physical assets, because cost-based or income-based models for one-time data licenses rely on assumptions buyers don't share.

Valuation for other purposes

• Schedules. List the asset honestly; "unknown" with an explanation is better than leaving it off.
• Liquidation analysis. In Chapter 11, the best-interests test compares plan recoveries to Chapter 7. If data has value, it belongs in both columns.
• Lien disputes. Lenders with liens on general intangibles may argue about how much of the estate's value is their collateral.

How licensing vs. selling changes value

A non-exclusive license brings less per buyer, but can be granted to more than one buyer and leaves the data with the estate. An exclusive license or sale brings more from one buyer but limits future deals and may affect a going-concern sale. See licensing vs. selling data in bankruptcy.

Getting a number quickly

You can get a confidential illustrative range from a list of systems, approximate volumes and years of history, with no files shared. If the range justifies a process, the market test produces the real number.

This guide is general information, not legal, tax or financial advice, and reading it does not create an attorney-client relationship. Bankruptcy outcomes depend on the facts, the court and the parties; nothing here promises price, timing or court approval. Talk to your bankruptcy counsel about your case.