What are the ways a company can monetize its data?
There are two: indirectly, by using the data to cut costs or improve products, and directly, by licensing or selling it to someone else. Licensing for AI training is a direct route with public precedents. Reddit's IPO prospectus reported data licensing arrangements entered into in January 2024 "with an aggregate contract value of $203.0 million and terms ranging from two to three years" (Reddit, Inc. prospectus, March 2024).
How does licensing SOPs, documents and code fit in?
These are records most companies produce simply by operating, so they can be monetized without collecting anything new. Business Insider reported a Gartner estimate that annual spending on data for AI will grow from less than $1 billion in 2025 to almost $6.5 billion in 2027 (Business Insider, Oct 2026). At the small end, MIT Technology Review reported a founder who "netted roughly $25,000 for his code base" while winding down a startup (MIT Technology Review, Oct 13 2026). Public figures are few and vary widely, and none sets the price of any one company's data. Partnerships typically range from $50K to $3M+.
What does enterprise data monetization mean for what you get paid and control?
Licensing, unlike an outright sale, can leave the data with your company. Your company can keep ownership of its data. This is agreed case by case. The licence terms decide how long the buyer may use the data, whether you may license it to others as well, and what happens to the raw files afterwards. Raw data is deleted according to a schedule agreed with the partner. Your company can be paid more than once, through renewals and repeat licences. Your company's name stays confidential until the agreement is fully signed, and a completely anonymous partnership is also possible.