# Amazon — AI-powered metadata correction and harmonization

- Company: Amazon (amazon.com)
- Announced: 2026-08-24T15:53:03+00:00
- Subject: Bedrock / Nova
- Source: https://aws.amazon.com/blogs/machine-learning/ai-powered-metadata-correction-and-harmonization/
- Record: https://forck.live/items/4373-ai-powered-metadata-correction-and-harmonization

This blog post demonstrates an AI-powered metadata correction and harmonization workflow built on AWS, using Amazon Bedrock for LLM-powered schema alignment and correction recommendations. It describes a human-in-the-loop approach and discusses implementation and governance considerations.

## Evidence

Verbatim from https://aws.amazon.com/blogs/machine-learning/ai-powered-metadata-correction-and-harmonization/:

> In this post, we demonstrate how AI-powered metadata correction works in practice, explore two implementation approaches (from human-in-the-loop validation to fully autonomous agent-driven workflows), and provide governance considerations for deploying these solutions in your organization.

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Record: https://forck.live/items/4373-ai-powered-metadata-correction-and-harmonization
Catalogue: https://forck.live/llms.txt
Feed: https://forck.live/feed.md