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Consumption-Based AI Billing Increases Financial Risk for Unprepared MSPs
The current structural shift centers on the transfer of accountability for AI risk from vendors and regulators to managed service providers (MSPs). Vendors such as Anthropic and Microsoft are expanding their enterprise-focused AI channel programs and services tracks, while regulators pull back from enforcement, leaving MSPs as the de facto accountable parties for AI deployments. Reports and data indicate that vendor-driven channel expansion and regulatory laxity are converging to make service providers the liable layer in AI delivery.
Anthropic is broadening its CLAUDE partner network from…
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