# AWS publishes a template for promoting Amazon Textract adapters across production accounts

> AWS detailed CloudFormation and Terraform templates plus Parameter Store wiring to promote Amazon Textract Custom Queries adapters across accounts without redeploying the application.

- **Topic**: Models
- **Published**: 2026-10-01T11:43:27.135Z
- **Canonical URL**: https://highsignal.sh/stories/aws-publishes-a-template-for-promoting-amazon-textract-adapters-across-4a303ab3

## Why It Matters

The post targets a concrete deployment bottleneck AWS itself describes: moving a trained adapter to production currently requires AWS Support tickets, and only model weights transfer — query definitions and training data do not. AWS also notes Textract allows one adapter per AnalyzeDocument call per page per feature type, so multi-form shops need upstream routing. It's a narrow infrastructure update, arriving on a day dominated by a new frontier model launch.

## Primary Sources & Citations

- [Automating Amazon Textract adapter lifecycle management across accounts](https://aws.amazon.com/blogs/machine-learning/automating-amazon-textract-adapter-lifecycle-management-across-accounts/) — *AWS Machine Learning Blog* (Primary source)

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