{"version":1,"type":"story","url":"https://digestai.news/story/aws-automates-powerpoint-creation-with-bedrock-agentcore-in-90-seconds","json":"https://digestai.news/story/aws-automates-powerpoint-creation-with-bedrock-agentcore-in-90-seconds.json","markdown":"https://digestai.news/story/aws-automates-powerpoint-creation-with-bedrock-agentcore-in-90-seconds.md","slug":"aws-automates-powerpoint-creation-with-bedrock-agentcore-in-90-seconds","headline":"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.","keyPoints":["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"],"whyItMatters":"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.","category":{"slug":"enterprise","name":"Enterprise & Industry","url":"https://digestai.news/category/enterprise"},"entities":{"companies":["Amazon","AWS","Anthropic","Stability AI"],"models":["Claude Sonnet 4.6","Titan Text Embeddings v2","Stable Image Inpaint"],"people":[]},"firstPublishedAt":"2026-10-14T13:58:43Z","updatedAt":"2026-10-14T13:58:43Z","sourceCount":1,"hasPrimarySource":true,"sources":[{"outlet":"AWS Machine Learning Blog","title":"Generate presentations with Amazon Bedrock AgentCore","url":"https://aws.amazon.com/blogs/machine-learning/generate-presentations-with-amazon-bedrock-agentcore","publishedAt":"2026-10-14T13:58:43Z","type":"primary","primary":true,"lead":true}],"sourceNotes":null,"discussions":[],"thread":{"title":"AWS Builds Autonomous Commerce Infrastructure","url":"https://digestai.news/thread/incarna-uses-amazon-bedrock-agentcore-for-pay-per-inference-with-blockrun","storyCount":3},"cite":{"text":"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","publisher":"Digest AI","title":"AWS automates PowerPoint creation with Bedrock AgentCore in 90 seconds","datePublished":"2026-10-14T13:58:43Z","url":"https://digestai.news/story/aws-automates-powerpoint-creation-with-bedrock-agentcore-in-90-seconds"},"generatedBy":"Written by Digest AI's editorial model from the linked sources; the sources are the record.","license":"Headlines, digests and key points are written by Digest AI and may be quoted with a link to the story page. Linked articles belong to their publishers. Terms: https://digestai.news/terms#reuse"}