Has an AI company contacted you about your data? Get a seller-side second opinion →

Has an AI company contacted you about your data? Get a seller-side second opinion →

Direct buyer engagement or seller representation

Direct Buyer or Seller Representation?

Direct Buyer or Seller Representation?

A balanced framework for deciding how to approach an AI data licensing conversation.

A neutral comparison of direct buyer engagement and seller-side representation.

A neutral comparison of direct buyer engagement and seller-side representation.

Both paths can be appropriate. The question is what the process requires.

Both paths can be appropriate. The question is what the process requires.

Direct engagement can work when the opportunity is clear, the seller has the necessary time and expertise, and the terms can be evaluated with the right internal and legal support. Representation can add value when information asymmetry, workload, market testing, rights and economics comparison, or negotiation complexity make an independent seller-side process useful.

Neither path removes tradeoffs. Faster is not always clearer; broader outreach is not always appropriate; and representation does not replace seller judgment or counsel.

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Start a confidential conversation.

Start a confidential conversation.

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