Amazon Titan Text Embeddings V2

Motorway and AWS build production-ready AI agent evaluation blueprint

Motorway and AWS developed an end-to-end evaluation pipeline for their dealer stock search agent that reduced incorrect results from 1 in 8 queries to 1 in 50, combining Strands Agents SDK with Amazon Bedrock AgentCore. Commerce teams can now adopt a three-layer evaluation framework and five-stage deployment pipeline to ensure AI agents perform reliably before production release.