Your AI bill is out of control. Cloudflare can fix it now.

Curated from Cloudflare Blog

If you're working with AI models in production, you've likely encountered the problem of unpredictable and rapidly escalating costs. This article from Cloudflare highlights a practical solution to an urgent operational concern—controlling AI spend without stifling innovation. The introduction of real-time spend limits in AI Gateway is a significant step toward managing AI workloads as part of a disciplined SRE or DevOps strategy. What stands out is the integration with identity-based controls, allowing teams to enforce budget policies at the user or service level. For practitioners, this means better visibility, accountability, and control over AI usage. A concrete takeaway: consider implementing identity-driven budgeting to align AI consumption with organizational goals and avoid unexpected overages.

AI Gateway now features real-time spend limits to prevent runaway token bills across multiple AI providers. By integrating with Cloudflare Access, companies can use identity-driven budgets and policies.

— Cloudflare Blog

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