# Amazon — Building trust in AI agents: A production-ready evaluation framework with Amazon Bedrock AgentCore

- Company: Amazon (amazon.com)
- Announced: 2026-10-16T20:48:16+00:00
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://aws.amazon.com/blogs/machine-learning/building-trust-in-ai-agents-a-production-ready-evaluation-framework-with-amazon-bedrock-agentcore/
- Record: https://forck.live/items/23684-building-trust-in-ai-agents-a-production-ready-evaluation-framework-with
- Subject: Bedrock / Nova

Amazon's post describes a production-ready evaluation framework built with Amazon Bedrock AgentCore for multi-agent systems serving AWS Field Sales. It explains how the framework catches failures such as incorrect revenue figures and ungrounded calculations that traditional monitoring misses, and covers the operational challenges of running AI agents at enterprise scale.

## Evidence

Verbatim from https://aws.amazon.com/blogs/machine-learning/building-trust-in-ai-agents-a-production-ready-evaluation-framework-with-amazon-bedrock-agentcore/:

> The teams that win the agent era will be the ones who treat quality not as a final QA step but as the operating system of the agent itself: continuously measured, automatically defended, and improved with every interaction.

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