AWS automates PowerPoint creation with Bedrock AgentCore in 90 seconds
AWS’s blog post details how a financial services team spent hours manually crafting PowerPoint presentations from quarterly reports. The company built an AI agent system using Amazon Bedrock AgentCore to automate this workflow, reducing the process to 70–90 seconds in internal tests. The solution uses a supervisor agent on AgentCore runtime, orchestrated via the Strands Agents framework, to…
Key points
- AgentCore runtime automates PowerPoint creation in **70–90 seconds** using Claude Sonnet 4.6, Titan embeddings, and Stable Image Inpaint
- RAG pipeline with OpenSearch Serverless ensures generated content stays grounded in source documents, reducing hallucinations
- Cost per presentation: **$0.04** (us-east-1), with image generation accounting for most of the expense
The story so far
3 episodes →- AWS automates PowerPoint creation with Bedrock AgentCore in 90 secondsthis story
Generate presentations with Amazon Bedrock AgentCore
AWS Machine Learning Blog · 14 October 2026
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