AWS Public Sector Blog

Category: Amazon Machine Learning

AWS branded background with text "UC Merced automates document data extraction to support research using Amazon Bedrock LLMs"

UC Merced automates document data extraction to support research using Amazon Bedrock LLMs

In the rapidly evolving landscape of academic research, cloud computing and advanced digital services have revolutionized the way scientists collaborate, analyze data, and disseminate findings. AWS is partnering with higher education institutions to revolutionize how research is conducted.

AWS branded background with text "Extracting, analyzing, and interpreting information from Medicaid forms with AWS Bedrock Data Automation"

Extracting, analyzing, and interpreting information from Medicaid forms with AWS Bedrock Data Automation

What if paper forms could be processed at the same speed as digital forms? What if their contents could be automatically entered in the same database as the digital forms? Medicaid agencies could analyze data in near real-time and drive actionable insights on a single dashboard. Whether a provider submits claims electronically or on paper, the claim could be adjudicated using the same process and analyzed the same way, saving both time and money. AI and ML services from AWS allow Medicaid agencies to create this streamlined solution. Moreover, AWS enables the adoption of solutions like this by providing no code or low code serverless services. Read this post to learn more

AWS Branded Background with text "How to use life sciences data from AWS Open Data program in Amazon Bedrock"

How to use life sciences data from AWS Open Data program in Amazon Bedrock

In this post, we discuss how to use datasets in the Registry of Open Data on AWS with Amazon Bedrock Knowledge Bases. With Amazon Bedrock Knowledge Bases, you can give foundation models (FMs) and agents contextual information from private and public data sources to deliver more relevant, accurate, and customized responses.

AWS Branded Background with text "Benchmarking PacBio whole genome sequencing variant pipeline analysis with AWS HealthOmics workflows"

Benchmarking PacBio whole genome sequencing variant pipeline analysis with AWS HealthOmics workflows

This post demonstrates PacBio’s whole genome sequencing variant pipeline implementation on AWS HealthOmics, offering performance optimization insights and evidence-based recommendations for cost-effective deployment at scale based on extensive benchmarking.

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Building an AI-powered scientific meeting transcription platform with AWS

In this post, we explore how to build a sophisticated meeting transcription and analysis platform using AWS services, designed specifically for the scientific community. Our solution combines the power of AWS Transcribe, Amazon Bedrock, and other Amazon Web Services (AWS) services to create an intelligent tool that transforms how researchers document and analyze their discussions.

AWS Branded Background with text "PixelGuard: Advancing healthcare data privacy through AI-driven de-identification system for medical imaging research"

PixelGuard: Advancing healthcare data privacy through AI-driven de-identification system for medical imaging research

PixelGuard—built on AWS—is an advanced software solution that deidentifies medical images while preserving clinical relevance and efficacy. It uses over 75 state-of-the-art AI-driven models capable of detecting and redacting multilingual, multi-orientation text across all major formats, alongside configurable metadata anonymization. Read this post to learn more.

Pearson at AWS DC Summit 2025: Transforming education through AI-powered learning solutions

During the 2025 AWS Summit in Washington, DC keynote address, Amazon Web Services (AWS) and Pearson showcased the strength of their expanded collaboration to accelerate the development of AI-powered, personalized learning solutions.

AWS Branded Background with text "How Customs and Border Protection uses cloud-based technologies to protect the nation"

How Customs and Border Protection uses cloud-based technologies to protect the nation

United States Customs and Border Protection (CBP) is using cloud computing, generative AI and machine learning to secure US borders and address complex challenges. On a panel at the AWS Summit 2025 event in Washington, DC, two of CBP’s technology leaders discussed how the agency is combating border issues using cloud technology. In this post, we explore the key points and insights shared by the CBP technology leaders.