# AWS automates PowerPoint creation with Bedrock AgentCore in 90 seconds

Digest AI · Enterprise & Industry · published 2026-10-14T13:58:43Z

Canonical: https://digestai.news/story/aws-automates-powerpoint-creation-with-bedrock-agentcore-in-90-seconds

## Summary

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 generate presentations from structured data, summaries, and AI-generated visuals. Key components include **Anthropic’s Claude Sonnet 4.6** for content creation, **Amazon Titan Text Embeddings v2** for semantic search, and **Stability AI’s Stable Image Inpaint** for slide images. The system leverages **Retrieval-Augmented Generation (RAG)** with **Amazon OpenSearch Serverless** to ensure accuracy by grounding outputs in source documents. Security measures include **Amazon Bedrock Guardrails**, **AWS Key Management Service (KMS) encryption**, and **least-privilege IAM access**. The cost for one presentation generation is approximately **$0.04** in the **us-east-1** region, with image generation driving the majority of expenses. The blog provides a **public repository** with code and setup instructions, targeting enterprise use cases like financial reporting, technical documentation, and sales proposals.

## 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

## Why it matters

This solution demonstrates how AI agents can drastically cut manual labor in enterprise document generation, saving teams hours weekly. The combination of AgentCore, RAG, and guardrails makes it scalable for regulated industries like finance, where accuracy and compliance are critical.

## Sources

1. [Generate presentations with Amazon Bedrock AgentCore](https://aws.amazon.com/blogs/machine-learning/generate-presentations-with-amazon-bedrock-agentcore) (AWS Machine Learning Blog, 2026-10-14, primary source)

Part of the developing story: [AWS Builds Autonomous Commerce Infrastructure](https://digestai.news/thread/incarna-uses-amazon-bedrock-agentcore-for-pay-per-inference-with-blockrun) (3 stories)

## Cite

Digest AI, "AWS automates PowerPoint creation with Bedrock AgentCore in 90 seconds", 14 October 2026, https://digestai.news/story/aws-automates-powerpoint-creation-with-bedrock-agentcore-in-90-seconds

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