Author

Arun Chandapillai

2 public articles

Tokenomics at scale: Track and cap Amazon Bedrock spend per IAM principal with CUR 2.0 and AWS Budgets

Arun ChandapillaiNov 13, 2026, 03:29 AM13 min read

The gist: Get per-identity Amazon Bedrock cost visibility and enforceable spend limits using only AWS-native features, with no application code for the common case. Attribute spend with IAM principal tags, report with CUR 2.0 or Cost Explorer, and enforce with AWS Budgets actions that apply a Deny policy when a threshold is cros

Artificial intelligence

Tokenomics at scale: How Jamf built real-time spend enforcement for Amazon Bedrock

Arun ChandapillaiSep 2, 2026, 12:03 AM9 min read

The gist: As generative AI adoption scales, cost governance becomes a top challenge. Learn how Jamf built real-time, per-user spend enforcement for Amazon Bedrock using IAM Customer Managed Policies, an Amazon Athena cost view, and a serverless AWS Lambda loop that applies tiered model limits in near-real-time without disrupting

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Tokenomics at scale: Track and cap Amazon Bedrock spend per IAM principal with CUR 2.0 and AWS Budgets

Tokenomics at scale: How Jamf built real-time spend enforcement for Amazon Bedrock

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