# Amazon builds multi-agent aerospace part substitution assistant on AWS AgentCore and Nova embeddings

> Original title: Agentic engineering intelligence with Amazon Nova Multimodal Embeddings and Amazon Bedrock AgentCore

- Source: AWS Machine Learning Blog
- Published: 2026-11-02T17:01:16.000Z
- Bad Influence: https://badinfluence.news/items/p4va9q1aqyzeo5qch8j46brsd
- Original: https://aws.amazon.com/blogs/machine-learning/agentic-engineering-intelligence-with-amazon-nova-multimodal-embeddings-and-amazon-bedrock-agentcore/

## Summary

AWS Machine Learning Blog describes a multi-agent engineering assistant that helps engineers evaluate substitute aerospace parts, built on Amazon Bedrock AgentCore, Amazon Nova Multimodal Embeddings, and the open-source Strands Agents SDK. A planner routes queries to Catalog, Evaluation, and Knowledge specialist agents, with deterministic tolerance rules scoring candidate parts. The system drafts justification memos for engineering review but does not approve substitutions.