As generative AI adoption increases, managing costs becomes a significant challenge. Jamf addressed this by building a system for real-time, per-user spend enforcement on Amazon Bedrock.
The solution uses IAM Customer Managed Policies to control access, an Amazon Athena cost view to monitor expenses, and a serverless AWS Lambda loop to apply tiered model limits. This setup enforces spending policies in near-real-time while maintaining active sessions.
This approach allows organizations to govern AI model usage effectively at scale, ensuring cost control without impacting user experience or session continuity.