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.

Generative AI 74

Generative AI AWS Technical Review Backup 74

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. Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding.

Generative AI 111

Generative AI AWS Groups Artificial Inteligence 111

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. Cross-instance Import and Export Enabling straightforward and self-service migration of App Studio applications across AWS Regions and AWS accounts.

AWS 79

AWS Software Review Technical Review Generative AI 79

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 Generative AI Technical Review Artificial Inteligence 85

AWS Machine Learning - AI

NOVEMBER 26, 2024

there is an increasing need for scalable, reliable, and cost-effective solutions to deploy and serve these models. AWS Trainium and AWS Inferentia based instances, combined with Amazon Elastic Kubernetes Service (Amazon EKS), provide a performant and low cost framework to run LLMs efficiently in a containerized environment.

AWS 88

AWS Load Balancer Software Review Artificial Inteligence 88

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, Cloud Center of Excellence (CCoE) teams often can be perceived as bottlenecks to organizational transformation due to limited resources and overwhelming demand for their support. The CCoE implemented AWS Organizations across a substantial number of business units.

Generative AI 92

Generative AI Government Technical Review Innovation 92

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. API Gateway also provides a WebSocket API. These components are illustrated in the following diagram.

Generative AI 99

Generative AI AWS Artificial Inteligence Enterprise 99

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.

Generative AI 94

Generative AI Applications Technical Review Software Review 94

CIO

JANUARY 7, 2025

In todays fast-paced digital landscape, the cloud has emerged as a cornerstone of modern business infrastructure, offering unparalleled scalability, agility, and cost-efficiency. Technology modernization strategy : Evaluate the overall IT landscape through the lens of enterprise architecture and assess IT applications through a 7R framework.

Cloud 147

Cloud Strategy Architecture Policies 147

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.

Artificial Inteligence 97

Artificial Inteligence AWS Technical Review Policies 97

AWS Machine Learning - AI

MARCH 7, 2025

Verisk (Nasdaq: VRSK) is a leading strategic data analytics and technology partner to the global insurance industry, empowering clients to strengthen operating efficiency, improve underwriting and claims outcomes, combat fraud, and make informed decisions about global risks. The user can pick the two documents that they want to compare.

Generative AI 77

Generative AI Technical Review Insurance Policies 77

AWS Machine Learning - AI

DECEMBER 4, 2024

At AWS re:Invent 2024, we are excited to introduce Amazon Bedrock Marketplace. Review the available options and choose Subscribe. Through Bedrock Marketplace, organizations can use Nemotron’s advanced capabilities while benefiting from the scalable infrastructure of AWS and NVIDIA’s robust technologies.

Artificial Inteligence 88

Artificial Inteligence Microservices Generative AI AWS 88

AWS Machine Learning - AI

NOVEMBER 14, 2024

In this post, we provide a step-by-step guide with the building blocks needed for creating a Streamlit application to process and review invoices from multiple vendors. The results are shown in a Streamlit app, with the invoices and extracted information displayed side-by-side for quick review. Install Python 3.7

Software Review 92

Software Review Technical Review AWS Artificial Inteligence 92

TechCrunch

OCTOBER 8, 2021

So while the company, of course, wants to be robust for developers, Vo says it is even more focused on brands that lack technical resources or domain expertise. Aligning our technology roadmap with the Productfy platform enables both companies to succeed by making banking products more accessible and scalable for the entire ecosystem.”.

Technical Review 292

Technical Review Development Team Review Banking Fintech 292

AWS Machine Learning - AI

NOVEMBER 7, 2024

Access to car manuals and technical documentation helps the agent provide additional context for curated guidance, enhancing the quality of customer interactions. x or later The AWS CDK CLI installed Deploy the solution The following steps outline the process to deploying the solution using the AWS CDK. Python 3.9

Lambda 115

Lambda Enterprise Automotive Knowledge Base 115

AWS Machine Learning - AI

OCTOBER 16, 2024

As DPG Media grows, they need a more scalable way of capturing metadata that enhances the consumer experience on online video services and aids in understanding key content characteristics. The project focused solely on audio processing due to its cost-efficiency and faster processing time. A lower MER signifies better accuracy.

Media 103

Media Video Artificial Inteligence Generative AI 103

CIO

FEBRUARY 4, 2025

This surge is driven by the rapid expansion of cloud computing and artificial intelligence, both of which are reshaping industries and enabling unprecedented scalability and innovation. Green computing contributes to GreenOps by emphasizing energy-efficient design, resource optimization and the use of sustainable technologies and platforms.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

AWS Machine Learning - AI

JANUARY 29, 2025

DeepSeek AI , a research company focused on advancing AI technology, has emerged as a significant contributor to this ecosystem. This serverless approach eliminates the need for infrastructure management while providing enterprise-grade security and scalability. Review the model response and metrics provided.

Generative AI 116

Generative AI Artificial Inteligence AWS Serverless 116

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.

Case Study 100

Case Study Artificial Inteligence Study Generative AI 100

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 88

Education Report Technical Review Generative AI 88

AWS Machine Learning - AI

MARCH 20, 2025

Users can access these AI capabilities through their organizations single sign-on (SSO), collaborate with team members, and refine AI applications without needing AWS Management Console access. The workflow is as follows: The user logs into SageMaker Unified Studio using their organizations SSO from AWS IAM Identity Center.

Generative AI 94

Generative AI Systems Review System Lambda 94

Xebia

MAY 21, 2024

Cloud modernization has become a prominent topic for organizations, and AWS plays a crucial role in helping them modernize their IT infrastructure, applications, and services. Overall, discussions on AWS modernization are focused on security, faster releases, efficiency, and steps towards GenAI and improved innovation.

AWS 130

AWS Strategy Serverless Microservices 130

Datavail

AUGUST 4, 2021

As an AWS Advanced Consulting Partner , Datavail has helped countless companies move their analytics tools to Amazon Web Services. Below, we’ll go over the benefits of migrating to AWS cloud analytics, as well as some tips and tricks we can share from our AWS cloud migrations. The Benefits of Analytics on AWS Cloud.

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AWS Technical Review Analytics Development Team Review 98

AWS Machine Learning - AI

AUGUST 21, 2024

Customer reviews can reveal customer experiences with a product and serve as an invaluable source of information to the product teams. By continually monitoring these reviews over time, businesses can recognize changes in customer perceptions and uncover areas of improvement.

Technical Review 115

Technical Review Software Review Systems Review Generative AI 115

AWS Machine Learning - AI

NOVEMBER 20, 2024

In this post, we explore how you can use Amazon Q Business , the AWS generative AI-powered assistant, to build a centralized knowledge base for your organization, unifying structured and unstructured datasets from different sources to accelerate decision-making and drive productivity. In this post, we use IAM Identity Center as the SAML 2.0-aligned

Data 103

Data AWS Groups Knowledge Base 103

TechCrunch

FEBRUARY 8, 2022

Picture this scenario as a young enterprise: You are a customer of Azure, AWS, or the Google Cloud Platform, assuming they are the frontrunners. This is where fully open APIs based on open source software are a great help and the technology of the future. Any technology that extends the extraterritorial application of U.S.

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Open Source Enterprise Software Review Technical Review 216

OTS Solutions

JUNE 6, 2022

This infrastructure comprises a scalable and reliable network that can be accessed from any location with the help of an internet connection. This technology allows for remote storage of data, software applications, and other sensitive information so that it can be accessed even if the original system is destroyed or inaccessible.

Healthcare 208

Healthcare Technical Review Industry Cloud 208

TechCrunch

FEBRUARY 6, 2023

These companies want to deploy minimum cloud computing to reduce infrastructure costs and technical decisions so they can focus on product and market strategy. These companies are worried about the future of their cloud infrastructure in terms of security, scalability and maintainability. Startups with products that have traction.

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Infrastructure Cloud Minimum Viable Product Weak Development Team 246

AWS Machine Learning - AI

APRIL 10, 2025

With this launch, you can now access Mistrals frontier-class multimodal model to build, experiment, and responsibly scale your generative AI ideas on AWS. AWS is the first major cloud provider to deliver Pixtral Large as a fully managed, serverless model. Take a look at the Mistral-on-AWS repo.

Generative AI 82

Generative AI AWS Technical Review Artificial Inteligence 82

CIO

JANUARY 16, 2023

Kirkland, a founding member of SustainabilityIT.org, an organization to drive global sustainability through technology leadership, says Choice was the first hospitality company to make a strategic commitment to developing a cloud-native and sustainable platform on AWS. I am in the business of hospitality.

Hotels 217

Hotels Sustainability Cloud Data Center 217

AWS Machine Learning - AI

MARCH 20, 2025

With Amazon Bedrock Data Automation, enterprises can accelerate AI adoption and develop solutions that are secure, scalable, and responsible. Cross-Region inference enables seamless management of unplanned traffic bursts by using compute across different AWS Regions. For example, a request made in the US stays within Regions in the US.

Data 98

Data Generative AI Artificial Inteligence Compliance 98

CIO

FEBRUARY 20, 2024

Much of that is because enterprises tend to use the largest cloud platforms available — with AWS, Microsoft Azure, and Google Cloud Platform topping that list. And those massive platforms sharply limit how far they will allow one enterprise’s IT due diligence to go. That’s where the contract comes into play. Levine says.

Enterprise 196

Enterprise Strategy Cloud Technical Review 196

AWS Machine Learning - AI

APRIL 16, 2025

Businesses are increasingly seeking domain-adapted and specialized foundation models (FMs) to meet specific needs in areas such as document summarization, industry-specific adaptations, and technical code generation and advisory. This challenge is further compounded by concerns over scalability and cost-effectiveness.

Artificial Inteligence 77

Artificial Inteligence Generative AI AWS Storage 77

Kaseya

MAY 13, 2021

The public cloud infrastructure is heavily based on virtualization technologies to provide efficient, scalable computing power and storage. Cloud adoption also provides businesses with flexibility and scalability by not restricting them to the physical limitations of on-premises servers. Amazon Web Services (AWS) Overview.

Google Cloud 122

Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

FEBRUARY 6, 2024

A key part of the submission process is authoring regulatory documents like the Common Technical Document (CTD), a comprehensive standard formatted document for submitting applications, amendments, supplements, and reports to the FDA. Users can quickly review and adjust the computer-generated reports before submission.

Generative AI 114

Generative AI AWS Lambda Technical Review 114

AWS Machine Learning - AI

JANUARY 29, 2025

Large organizations often have many business units with multiple lines of business (LOBs), with a central governing entity, and typically use AWS Organizations with an Amazon Web Services (AWS) multi-account strategy. LOBs have autonomy over their AI workflows, models, and data within their respective AWS accounts.

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Generative AI Organization Enterprise Artificial Inteligence 75

AWS Machine Learning - AI

DECEMBER 11, 2024

In this post, we illustrate how EBSCOlearning partnered with AWS Generative AI Innovation Center (GenAIIC) to use the power of generative AI in revolutionizing their learning assessment process. If after several attempts a question still doesnt meet the criteria, its flagged for human review. Sonnet in Amazon Bedrock.

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Generative AI Artificial Inteligence Guidelines Education 73