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Build an internal SaaS service with cost and usage tracking for foundation models on Amazon Bedrock

Build an internal SaaS service with cost and usage tracking for foundation models on Amazon Bedrock

Enterprises are seeking to quickly unlock the potential of generative AI by providing access to foundation models (FMs) to different lines of business (LOBs). IT teams are responsible for helping the LOB innovate with speed and agility while providing centralized governance and observability. For example, they may need to track the usage of FMs across …

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Automate the insurance claim lifecycle using Agents and Knowledge Bases for Amazon Bedrock

Automate the insurance claim lifecycle using Agents and Knowledge Bases for Amazon Bedrock

Generative AI agents are a versatile and powerful tool for large enterprises. They can enhance operational efficiency, customer service, and decision-making while reducing costs and enabling innovation. These agents excel at automating a wide range of routine and repetitive tasks, such as data entry, customer support inquiries, and content generation. Moreover, they can orchestrate complex, …

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Automate mortgage document fraud detection using an ML model and business-defined rules with Amazon Fraud Detector: Part 3

Automate mortgage document fraud detection using an ML model and business-defined rules with Amazon Fraud Detector: Part 3

In the first post of this three-part series, we presented a solution that demonstrates how you can automate detecting document tampering and fraud at scale using AWS AI and machine learning (ML) services for a mortgage underwriting use case. In the second post, we discussed an approach to develop a deep learning-based computer vision model …

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Accenture creates a regulatory document authoring solution using AWS generative AI services

Accenture creates a regulatory document authoring solution using AWS generative AI services

This post is co-written with Ilan Geller, Shuyu Yang and Richa Gupta from Accenture. Bringing innovative new pharmaceuticals drugs to market is a long and stringent process. Companies face complex regulations and extensive approval requirements from governing bodies like the US Food and Drug Administration (FDA). A key part of the submission process is authoring …

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Deploy large language models for a healthtech use case on Amazon SageMaker

Deploy large language models for a healthtech use case on Amazon SageMaker

In 2021, the pharmaceutical industry generated $550 billion in US revenue. Pharmaceutical companies sell a variety of different, often novel, drugs on the market, where sometimes unintended but serious adverse events can occur. These events can be reported anywhere, from hospitals or at home, and must be responsibly and efficiently monitored. Traditional manual processing of …

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How H&R Block is using Azure OpenAI Service to bring ease to American taxpayers this season

How H&R Block is using Azure OpenAI Service to bring ease to American taxpayers this season

In 2023, we saw generative AI usher in a wave of new innovations, from Microsoft Copilot to the “last song” from The Beatles to helping rural India farmers gain easier access to government services. These AI innovations are now starting to show up in our everyday lives and have a positive impact for millions of …

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Announcing support for Llama 2 and Mistral models and streaming responses in Amazon SageMaker Canvas

Announcing support for Llama 2 and Mistral models and streaming responses in Amazon SageMaker Canvas

Launched in 2021, Amazon SageMaker Canvas is a visual, point-and-click service for building and deploying machine learning (ML) models without the need to write any code. Ready-to-use Foundation Models (FMs) available in SageMaker Canvas enable customers to use generative AI for tasks such as content generation and summarization. We are thrilled to announce the latest …

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