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National Law Review
National Law Review
7/18/2026
From “Service Improvement” to AI Exploitation: How Customer-Side Counsel Should Manage Vendor Data-Use Clauses

From “Service Improvement” to AI Exploitation: How Customer-Side Counsel Should Manage Vendor Data-Use Clauses

Short summary

HubSpot's attempted expansion of customer data use for AI lead-generation features highlights a growing contracting risk: SaaS vendors may reinterpret broad data-use language like 'service improvement' to authorize AI model training and cross-customer value creation. Customer-side counsel should separate data categories with precision, limit vendor licenses to service delivery, and scrutinize aggregated/anonymized data provisions. Controlling unilateral change mechanisms in hyperlinked terms is equally critical to preventing erosion of negotiated data protections.

  • HubSpot's reversed AI data-use expansion illustrates vendor risk of repurposing customer data for AI training
  • Customer-side counsel should tightly scope data-use licenses and distinguish business content from telemetry
  • Unilateral change mechanisms via hyperlinked terms pose additional risk to negotiated data protections

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