Exclusive vs non-exclusive data licenses

When to grant an exclusive AI data license, when to stay non-exclusive, and the middle options: time-limited, field-of-use and first-access exclusivity.

By Gareth HoyleUpdated For both
In short
  • A non-exclusive license lets the seller license the same data to other buyers; an exclusive license does not.
  • Exclusivity usually commands a premium because the buyer gains data its competitors cannot get.
  • Time-limited, field-limited or first-access exclusivity often gives most of the value with less lock-in.
  • Evaluation sets are usually licensed exclusively, because sharing them destroys their value.

The options

OptionWhat it meansWhen it fits
Non-exclusiveSeller can license to anyoneBroad data, many buyers
ExclusiveOne buyer only, for the termRare data, high price
Time-limited exclusiveExclusive for 6 to 24 months, then non-exclusiveBalances premium and future revenue
Field-of-use exclusiveExclusive in one use or sectorData with several distinct uses
First accessBuyer sees and buys first, no lock-inOngoing data flows

How to decide

Count the realistic buyers. If only one or two teams will ever want the data, exclusivity costs you little. If many could use it, non-exclusive deals may earn more over time. Exclusivity also increases the buyer's leverage on other terms, so trade it for price, payment timing or narrower use.

Questions

How much more is exclusivity worth?

There is no standard multiple. It depends on how many other buyers exist and how much the data would help competitors.

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