An AWS reference design turns cited enterprise documents into slide decks

Focus: Applied Generative AI for Knowledge Workers
Date: October 14, 2026
Topics: Grounded presentations, Document retrieval, Slide verification
Evidence: Publisher Authored
Availability: Available

Approved enterprise documents are chunked and embedded for semantic retrieval, passed through a supervisor to summary and presentation tools, then checked for headlines, numbers, citations, confidentiality and layout.

Summary: AWS describes an AgentCore reference architecture that ingests enterprise files, retrieves relevant passages, and coordinates summarization with PowerPoint generation. The design uses a supervisor, document embeddings, OpenSearch retrieval and guardrails to build cited slides. An illustrative annual-report test produced a short deck, but the example is not an independently validated business productivity benchmark.

Why it matters: For client briefings, start with approved source documents and an explicit slide outline. Verify every headline, number and citation against retrieved pages, then perform human layout and confidentiality review. Treat the sample workflow as an architecture to evaluate, not turnkey accuracy.

Source: Generate presentations with Amazon Bedrock AgentCore

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