AWS Architecture Blog
Category: Amazon Bedrock
Analyze media content using AWS AI services
Organizations managing large audio and video archives face significant challenges in extracting value from their media content. Consider a radio network with thousands of broadcast hours across multiple stations and the challenges they face to efficiently verify ad placements, identify interview segments, and analyze programming patterns. In this post, we demonstrate how you can automatically transform unstructured media files into searchable, analyzable content.
Optimizing fleet operations using Amazon SageMaker AI and Amazon Bedrock
In this post, we’ll explore how to maximize the value of dashcam footage through best practices for implementing and managing Computer Vision systems in commercial fleet operations. We’ll demonstrate how to build and deploy edge-based machine learning models that provide real-time alerts for distracted driving behaviors, while effectively collecting, processing, and analyzing footage to train these AI models.
How Smartsheet boosts developer productivity with Amazon Bedrock and Roo Code
This post explores how Smartsheet successfully deployed Roo Code with Amazon Bedrock and Anthropic’s Claude, achieving significant improvements in developer efficiency while optimizing costs through innovative caching strategies.
Revolutionizing agricultural knowledge management using a multi-modal LLM: A reference architecture
In this blog post, we introduce a reference architecture that offers an intelligent document digitization solution that converts handwritten notes, scanned documents, and images into editable, searchable, and accessible formats. Powered by Anthropic’s Claude 3 on Amazon Bedrock, the solution uses the sophisticated vision capabilities of LLMs to process a wide range of visual formats, preserving the original formatting while extracting text, tables, and images.
Build and operate an effective architecture review board
In this post, we identify the components of an efficient architecture review process, define what an ARB is, and describe how to build and operate an effective enterprise ARB.
Use generative AI on AWS for efficient clinical document analysis
In this post, we show how Clario uses the AWS platform to accelerate clinical document analysis.
Transform lease agreement workflows with Amazon Bedrock
This post explores how Amazon Bedrock can transform property management operations and optimize costs. We examine a practical approach to tackle challenges such as processing high volumes of lease agreements, maintaining compliance with varied regulatory requirements.
Simplify and automate bill processing with Amazon Bedrock
This post was co-written with Shyam Narayan, a leader in the Accenture AWS Business Group, and Hui Yee Leong, a DevOps and platform engineer, both based in Australia. Hui and Shyam specialize in designing and implementing complex AWS transformation programs across a wide range of industries. Enterprises that operate out of multiple locations such as […]
Let’s Architect! Discovering Generative AI on AWS
Generative artificial intelligence (generative AI) is a type of AI used to generate content, including conversations, images, videos, and music. Generative AI can be used directly to build customer-facing features (a chatbot or an image generator), or it can serve as an underlying component in a more complex system. For example, it can generate embeddings […]