Pay-per-inference for AI agents: How BlockRun and Incarna use Amazon Bedrock AgentCore payments

Amazon Bedrock AgentCore payments introduces a managed, on‑demand billing model for AI agents, allowing them to pay for each inference request and enforce spending limits directly within the Bedrock infrastructure. Incarna’s agents now pay BlockRun on a per‑request basis for model inference, handling 402 requests in a single run and eliminating the months‑long effort that would otherwise be required to add payment support manually. This integration demonstrates how Bedrock’s payment API can be leveraged to streamline cost control and operational efficiency in agent‑driven workloads.

⚡ Key Takeaways

• Incarna’s agents processed 402 inference requests through BlockRun using Bedrock AgentCore payments.
• Bedrock’s AgentCore payment component enforces per‑request billing and spending limits.
• The integration cuts months of manual payment‑support development, trading off a one‑time API integration for continuous cost monitoring.
• Agents can invoke the AgentCore payment endpoint directly in their request

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