# Retrofit, don't rebuild: Agentic overlays for transforming legacy enterprise services

> **Platform:** [SPIDITS AI](https://spidits.com/) — Real-Time AI News & Market Intelligence  
> **Published:** 2026-06-25T17:55:10.000Z  
> **Category:** PRODUCT_LAUNCH  
> **Impact Score:** 140/100  
> **Primary Source:** [AWS ML Blog](https://aws.amazon.com/blogs/machine-learning/retrofit-dont-rebuild-agentic-overlays-for-transforming-legacy-enterprise-services)  
> **Canonical Citation:** [https://spidits.com/timeline/retrofit-dont-rebuild-agentic-overlays-for](https://spidits.com/timeline/retrofit-dont-rebuild-agentic-overlays-for)

## Executive Summary
In this technical collaboration between AWS and the authors, we present a pragmatic solution: agentic overlays. Agentic overlays are thin wrapper layers that...

## Referenced Coverage & Sources
- **[AWS ML Blog](https://aws.amazon.com/blogs/machine-learning/retrofit-dont-rebuild-agentic-overlays-for-transforming-legacy-enterprise-services)**: Retrofit, don't rebuild: Agentic overlays for transforming legacy enterprise services — _In this technical collaboration between AWS and the authors, we present a pragmatic solution: agentic overlays. Agentic overlays are thin wrapper layers that..._

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