How Fortune 500s Negotiate AI Training Data Ownership

Enterprise Tech with Fexingo · 2026-08-14 · 8 min

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Topics in this episode

Enterprise software contracts fortune 500 vendor negotiation ai training data ownership data licensing vs ownership data leakage in ai

Episode notes

Forget model accuracy and liability caps. The newest battleground in enterprise software contracts is who actually owns the AI training data. In this episode, Lucas and Luna break down why Fortune 500s are now demanding explicit ownership of the data their vendors use to train and fine-tune AI models. They walk through a real-world scenario at a global retailer that negotiated a 50 percent discount on its AI-powered demand forecasting tool - in exchange for granting the vendor a license to use its anonymized sales data. That deal sparked a rethink: what if the retailer had demanded ownership instead of a discount? The hosts explore the difference between licensing data and owning it, the risks of data leakage between competing customers, and why clauses like 'data derived from your data' are becoming the new flashpoints in contract negotiations. Tune in to learn how your legal team should approach AI data ownership in your next vendor deal.

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