White-Label with Meter
Rebranded model deployment priced by metered consumption
An ISV embeds an AI lab's model into its product under the ISV's brand (white-label or co-brand) with pricing structured as metered consumption — typically token-based, request-based, or seat-based with a token allotment per seat. The pattern is the dominant shape of B2B AI embeddings: Notion, Slack, Atlassian, Hubspot, Zoom, and Salesforce have all embedded model providers under variants of this pattern. The economic core is a wholesale-retail spread: the ISV pays the AI lab a wholesale per-unit rate, charges its end customer a retail rate, and bears the cost-of-goods risk on margin compression. Two structural decisions dominate negotiation: brand attribution (must the ISV disclose the underlying model?), and overage handling (when the customer's usage exceeds the meter's allowance, who absorbs the cost?).
Hypothetical, illustrative. Not actual deal terms. Practitioners should not use these clauses verbatim; they illustrate structure and what to negotiate.
The intuitive moves that alliance research has documented as predictably failing for this pattern. Each one comes with a mitigation that addresses the underlying mechanism, not just the symptom.
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No partnerships tagged with this pattern yet. As the corpus matures, public-source partnerships that exhibit this pattern's structural moves will appear here, each scored on which kill-list moves are visible in their public terms.
Litigation and regulatory actions a thoughtful counsel reasons against when negotiating a deal in this structural shape. Cited for orientation, not for legal advice.
The primary-source research this pattern is grounded in.