AWS Machine Learning - AI

OCTOBER 17, 2024

During re:Invent 2023, we launched AWS HealthScribe , a HIPAA eligible service that empowers healthcare software vendors to build their clinical applications to use speech recognition and generative AI to automatically create preliminary clinician documentation. Amazon Q offers user-based pricing plans tailored to how the product is used.

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CIO

DECEMBER 21, 2022

After Google’s cooperation with T-Systems and the “ Delos ” offer from Microsoft, SAP, and Arvato, AWS now follows suit. Indeed, it puts the EU in a precarious position as well, given that 72% of the European cloud market spend was aligned with AWS, Microsoft, and Google in Q2 2022. legislation.

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Systems Review Technical Review Cloud Compliance 211

AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. Field Advisor serves four primary use cases: AWS-specific knowledge search With Amazon Q Business, weve made internal data sources as well as public AWS content available in Field Advisors index.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

This post discusses how to use AWS Step Functions to efficiently coordinate multi-step generative AI workflows, such as parallelizing API calls to Amazon Bedrock to quickly gather answers to lists of submitted questions. We have a dedicated team that ensures all systems are up-to-date and running smoothly.

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CIO

APRIL 23, 2025

For example, AI agents should be able to take actions on behalf of users, act autonomously, or interact with other agents and systems. As the models powering the individual agents get smarter, the use cases for agentic AI systems get more ambitious and the risks posed by these systems increase exponentially.

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Systems Review Technical Review Software Review Artificial Inteligence 190

AWS Machine Learning - AI

NOVEMBER 15, 2024

With the QnABot on AWS (QnABot), integrated with Microsoft Azure Entra ID access controls, Principal launched an intelligent self-service solution rooted in generative AI. This data includes manuals, communications, documents, and other content across various systems like SharePoint, OneNote, and the company’s intranet.

Generative AI 113

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AWS Machine Learning - AI

APRIL 10, 2025

Training a frontier model is highly compute-intensive, requiring a distributed system of hundreds, or thousands, of accelerated instances running for several weeks or months to complete a single job. As cluster sizes grow, the likelihood of failure increases due to the number of hardware components involved. million H100 GPU hours.

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AWS Machine Learning - AI

APRIL 1, 2025

Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. This post is the first in a series covering AWS MCP Servers.

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AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. You can use AWS services such as Application Load Balancer to implement this approach. On AWS, you can use the fully managed Amazon Bedrock Agents or tools of your choice such as LangChain agents or LlamaIndex agents.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

CIO

DECEMBER 11, 2024

Organizations must decide on their hosting provider, whether it be an on-prem setup, cloud solutions like AWS, GCP, Azure or specialized data platform providers such as Snowflake and Databricks. Data science was previously the domain of tech-savvy organizations due to the technical expertise required to build models from scratch.

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Data Technical Review Software Review Weak Development Team 167

AWS Machine Learning - AI

DECEMBER 4, 2024

SageMaker Unified Studio combines various AWS services, including Amazon Bedrock , Amazon SageMaker , Amazon Redshift , Amazon Glue , Amazon Athena , and Amazon Managed Workflows for Apache Airflow (MWAA) , into a comprehensive data and AI development platform. The system will take a few minutes to set up your project.

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Generative AI Applications Technical Review Software Review 106

CIO

NOVEMBER 18, 2024

As cloud spending rises due to AI and other emerging technologies, Cloud FinOps has become essential for managing, forecasting, and optimising costs. Cloud can unlock new capabilities to strategically drive the business.

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Cloud Systems Review Technical Review AWS 166

Xebia

APRIL 5, 2023

I heard multiple times that AWS scans public GitHub repositories for AWS credentials and informs its users of the leaked credentials. So I am curious to see this for myself, so I decided to intentionally leak AWS credentials to a Public GitHub repository. Below you will find detailed information about every event.

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CIO

DECEMBER 26, 2024

This can involve assessing a companys IT infrastructure, including its computer systems, cybersecurity profile, software performance, and data and analytics operations, to help determine ways a business might better benefit from the technology it uses. IT consultants who are independent contractors might complete some work from home.

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AWS Machine Learning - AI

APRIL 10, 2025

Solution overview To evaluate the effectiveness of RAG compared to model customization, we designed a comprehensive testing framework using a set of AWS-specific questions. On the Review and create page, review the settings and choose Create Knowledge Base. Choose Next.

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AWS Machine Learning - AI

OCTOBER 16, 2024

This post shows how DPG Media introduced AI-powered processes using Amazon Bedrock and Amazon Transcribe into its video publication pipelines in just 4 weeks, as an evolution towards more automated annotation systems. The project focused solely on audio processing due to its cost-efficiency and faster processing time.

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TechCrunch

DECEMBER 1, 2021

It was there that he realized there was an astounding number of subscriptions that failed to renew or even go through to begin with due to payment-related issues. The accidental churn is often not just due to problems with renewals, where people get frustrated by failed attempts to charge their credit card, for example. to $5 million.

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AWS Machine Learning - AI

APRIL 1, 2025

AWS App Studio is a generative AI-powered service that uses natural language to build business applications, empowering a new set of builders to create applications in minutes. App Studio customers, including both enterprises and system integrators, have shared the need for portability and reusability across App Studio instances.

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AWS Machine Learning - AI

MARCH 7, 2025

An AWS Batch job reads these documents, chunks them into smaller slices, then creates embeddings of the text chunks using the Amazon Titan Text Embeddings model through Amazon Bedrock and stores them in an Amazon OpenSearch Service vector database. Verisk also has a legal review for IP protection and compliance within their contracts.

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Generative AI Technical Review Insurance Policies 101

AWS Machine Learning - AI

MARCH 18, 2025

Audio-to-text translation The recorded audio is processed through an advanced speech recognition (ASR) system, which converts the audio into text transcripts. Data integration and reporting The extracted insights and recommendations are integrated into the relevant clinical trial management systems, EHRs, and reporting mechanisms.

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Artificial Inteligence Technical Review Healthcare Systems Review 113

AWS Machine Learning - AI

APRIL 30, 2025

Consider this: when you sign in to a software system, a log is recorded to make sure theres an accurate record of activityessential for accountability and security. An accountant will select specific transactions in both systems and choose Generate AI Rule. The following diagram illustrates the architecture using AWS services.

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AWS Machine Learning - AI

MARCH 27, 2025

Amazon Bedrock cross-Region inference capability that provides organizations with flexibility to access foundation models (FMs) across AWS Regions while maintaining optimal performance and availability. We provide practical examples for both SCP modifications and AWS Control Tower implementations.

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AWS Machine Learning - AI

MARCH 5, 2025

Ground truth data in AI refers to data that is known to be factual, representing the expected use case outcome for the system being modeled. By providing an expected outcome to measure against, ground truth data unlocks the ability to deterministically evaluate system quality. AWS revenue increased 13% year-over-year from $80B to $91B.

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AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. Monitoring – Monitors system performance and user activity to maintain operational reliability and efficiency.

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Knowledge Base Generative AI Technical Review Lambda 109

CIO

DECEMBER 10, 2024

Set clear, measurable metrics around what you want to improve with generative AI, including the pain points and the opportunities, says Shaown Nandi, director of technology at AWS. A second area is improving data quality and integrating systems for marketing departments, then tracking how these changes impact marketing metrics.

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Weak Development Team Metrics Software Review Technical Review 215

AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. Amazon S3 invokes the {stack_name}-create-batch-queue-{AWS-Region} Lambda function.

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AWS Machine Learning - AI

DECEMBER 3, 2024

It empowers team members to interpret and act quickly on observability data, improving system reliability and customer experience. It allows you to inquire about specific services, hosts, or system components directly. This comprehensive approach speeds up troubleshooting, minimizes downtime, and boosts overall system reliability.

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Technical Review AWS eCommerce Systems Review 106

CIO

DECEMBER 18, 2024

Customer relationship management ( CRM ) software provider Salesforce has updated its agentic AI platform, Agentforce , to make it easier for enterprises to build more efficient agents faster and deploy them across a variety of systems or workflows. Christened Agentforce 2.0,

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AWS Machine Learning - AI

NOVEMBER 7, 2024

This allows the agent to provide context and general information about car parts and systems. Developer tools The solution also uses the following developer tools: AWS Powertools for Lambda – This is a suite of utilities for Lambda functions that generates OpenAPI schemas from your Lambda function code. Python 3.9 or later Node.js

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Lambda Enterprise Automotive Knowledge Base 129

AWS Machine Learning - AI

APRIL 1, 2025

AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. Whether youre connecting to external systems or internal data stores or tools, you can now use MCP to interface with all of them in the same way.

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AWS Machine Learning - AI

JANUARY 13, 2025

Manually reviewing and processing this information can be a challenging and time-consuming task, with a margin for potential errors. BQA reviews the performance of all education and training institutions, including schools, universities, and vocational institutes, thereby promoting the professional advancement of the nations human capital.

Education 112

Education Report Technical Review Generative AI 112

AWS Machine Learning - AI

MARCH 3, 2025

This latency can vary considerably due to geographic distance between users and cloud services, as well as the diverse quality of internet connectivity. AWS Local Zones are a type of edge infrastructure deployment that places select AWS services close to large population and industry centers. We use Metas open source Llama 3.2-3B

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CIO

FEBRUARY 4, 2025

Capital One built Cloud Custodian initially to address the issue of dev/test systems left running with little utilization. Architects must combine functional requirements with multiple other long-term requirements to build sustainable systems. The rapid adoption of AI is making the challenge an order of magnitude worse.

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Sustainability Technical Review Architecture Fractional CTO 156

AWS Machine Learning - AI

FEBRUARY 11, 2025

Amazon Q Business , a new generative AI-powered assistant, can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in an enterprises systems. Then we introduce the solution deployment using three AWS CloudFormation templates.

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AWS Machine Learning - AI

APRIL 9, 2025

Its essential for admins to periodically review these metrics to understand how users are engaging with Amazon Q Business and identify potential areas of improvement. We begin with an overview of the available metrics and how they can be used for measuring user engagement and system effectiveness.

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Weak Development Team Metrics AWS Systems Review 89

Perficient

FEBRUARY 25, 2025

The Systems Manager (SSM) streamlines managing Windows instances in AWS. Objective & Business Requirement In a production environment, losing access to a Windows EC2 instance due to an unknown or non-working password can cause significant downtime. AWS provides pre-configured AMIs with the agent installed.

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AWS Machine Learning - AI

JANUARY 13, 2025

Amazon Q Business as a web experience makes AWS best practices readily accessible, providing cloud-centered recommendations quickly and making it straightforward to access AWS service functions, limits, and implementations. MuleSoft from Salesforce provides the Anypoint platform that gives IT the tools to automate everything.

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Generative AI AWS Innovation Knowledge Base 106