Fine-tune VLMs for multipage document-to-JSON with SageMaker AI and SWIFT

Favorite Extracting structured data from documents like invoices, receipts, and forms is a persistent business challenge. Variations in format, layout, language, and vendor make standardization difficult, and manual data entry is slow, error-prone, and unscalable. Traditional optical character recognition (OCR) and rule-based systems often fall short in handling this complexity.

Read More
Shared by AWS Machine Learning November 10, 2025

How AI is giving Northern Ireland teachers time back

Favorite A six-month long pilot program with the Northern Ireland Education Authority’s C2k initiative found that integrating Gemini and other generative AI tools saved participa… View Original Source (blog.google/technology/ai/) Here.

Democratizing AI: How Thomson Reuters Open Arena supports no-code AI for every professional with Amazon Bedrock

Favorite This post is cowritten by Laura Skylaki, Vaibhav Goswami, Ramdev Wudali and Sahar El Khoury from Thomson Reuters. Thomson Reuters (TR) is a leading AI and technology company dedicated to delivering trusted content and workflow automation solutions. With over 150 years of expertise, TR provides essential solutions across legal,

Read More
Shared by AWS Machine Learning November 8, 2025

Connect Amazon Bedrock agents to cross-account knowledge bases

Favorite Organizations need seamless access to their structured data repositories to power intelligent AI agents. However, when these resources span multiple AWS accounts integration challenges can arise. This post explores a practical solution for connecting Amazon Bedrock agents to knowledge bases in Amazon Redshift clusters residing in different AWS accounts.

Read More
Shared by AWS Machine Learning November 8, 2025