AI

Deploy geospatial agents with Foursquare Spatial H3 Hub and Amazon SageMaker AI

Organizations have used geospatial machine learning (ML) for property risk assessment, disaster response, and infrastructure planning. These systems worked well but couldn’t scale beyond specialized use cases. Each question required multiple geospatial datasets, each with its own model and often its own workflow, limiting these capabilities to a handful of high-value use cases at the […]

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How Wipro PARI accelerates PLC code generation using Amazon Bedrock

This post is co-written with Rejin Surendran from Wipro Enterprises Limited and Bakrudeen K from ShellKode. In manufacturing environments, industrial automation engineers face a significant challenge: how to rapidly convert complex process requirements into Programmable Logic Controller (PLC) ladder text code. This traditional, manual process typically requires 3-4 days per query, creating bottlenecks in production

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MSD explores applying generative Al to improve the deviation management process using AWS services

This post is co-written with Hossein Salami and Jwalant Vyas from MSD.  In the biopharmaceutical industry, deviations in the manufacturing process are rigorously addressed. Each deviation is thoroughly documented, and its various aspects and potential impacts are closely examined to help ensure drug product quality, patient safety, and compliance. For leading pharmaceutical companies, managing these

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Accelerating genomics variant interpretation with AWS HealthOmics and Amazon Bedrock AgentCore

Genomic research stands at a transformative crossroads where the exponential growth of sequencing data demands equally sophisticated analytical capabilities. According to the 1000 Genomes Project, a typical human genome differs from the reference at 4.1–5.0 million sites, with most variants being SNPs and short indels. These variants, when aggregated across individuals, contribute to differences in

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