AWS Machine Learning - AI

MARCH 4, 2025

Building cloud infrastructure based on proven best practices promotes security, reliability and cost efficiency. To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. This systematic approach leads to more reliable and standardized evaluations.

Generative AI 98

Generative AI Technical Review Software Review Systems Review 98

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.

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AWS Machine Learning - AI

NOVEMBER 26, 2024

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. Adjust the following configuration to suit your needs, such as the Amazon EKS version, cluster name, and AWS Region.

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AWS Load Balancer Software Review Artificial Inteligence 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. 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.

Generative AI 104

Generative AI AWS Enterprise Artificial Inteligence 104

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. Speaker role identification (clinician or patient).

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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. Step Functions is a reliable way to coordinate components and step through the functions of your application.

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TechCrunch

FEBRUARY 6, 2023

Deploying cloud infrastructure also involves analyzing tools and software solutions, like application monitoring and activity logging, leading many developers to suffer from analysis paralysis. These companies are worried about the future of their cloud infrastructure in terms of security, scalability and maintainability.

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Infrastructure Cloud Minimum Viable Product Weak Development Team 246

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 90

Perficient

MARCH 11, 2025

In the ever-evolving landscape of cloud computing, Infrastructure as Code (IaC) has emerged as a cornerstone practice for managing and provisioning infrastructure. IaC enables developers to define infrastructure configurations using code, ensuring consistency, automation, and scalability. Why Use AWS CloudFormation?

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AWS Software Review Systems Review Policies 52

Tenable

NOVEMBER 18, 2024

AWS has released an important new feature that allows you to apply permission boundaries around resources at scale called Resource Control Policies (RCPs). AWS just launched Resource Control Policies (RCPs), a new feature in AWS Organizations that lets you restrict the permissions granted to resources. What are RCPs?

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Policies AWS Resources Software Review 72

AWS Machine Learning - AI

NOVEMBER 7, 2024

The agents also automatically call APIs to perform actions and access knowledge bases to provide additional information. 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.

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Lambda Enterprise Automotive Knowledge Base 120

AWS Machine Learning - AI

DECEMBER 23, 2024

Lettria , an AWS Partner, demonstrated that integrating graph-based structures into RAG workflows improves answer precision by up to 35% compared to vector-only retrieval methods. In this post, we explore why GraphRAG is more comprehensive and explainable than vector RAG alone, and how you can use this approach using AWS services and Lettria.

Generative AI 120

Generative AI Artificial Inteligence AWS Knowledge Base 120

AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

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AWS Machine Learning - AI

DECEMBER 3, 2024

Digital experience interruptions can harm customer satisfaction and business performance across industries. NR AI responds by analyzing current performance data and comparing it to historical trends and best practices. This report provides clear, actionable recommendations and includes real-time application performance insights.

Technical Review 98

Technical Review AWS eCommerce Systems Review 98

CIO

DECEMBER 26, 2024

Enterprise infrastructures have expanded far beyond the traditional ones focused on company-owned and -operated data centers. An IT consultant might also perform repairs on IT systems and technological devices that companies need to conduct business. The IT function within organizations has become far more complex in recent years.

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Fractional CTO Technical Review Technical Advisors How To 187

AWS Machine Learning - AI

OCTOBER 29, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Generative AI 102

Generative AI Applications AWS Knowledge Base 102

CIO

MARCH 20, 2025

Built on top of EXLerate.AI, EXLs AI orchestration platform, and Amazon Web Services (AWS), Code Harbor eliminates redundant code and optimizes performance, reducing manual assessment, conversion and testing effort by 60% to 80%. AI can help organizations adapt to these shifts.

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

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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Scalability Lambda Generative AI AWS 112

CIO

NOVEMBER 4, 2024

AI models rely on vast datasets across various locations, demanding AI-ready infrastructure that’s easy to implement across core and edge. The challenge for CIOs is that without the right tools in place, this new hybrid cloud estate can blur the visibility business technology leaders need to measure performance and costs.

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Data Center Recruiting Cloud Government 134

Mobilunity

DECEMBER 26, 2024

For medium to large businesses with outdated systems or on-premises infrastructure, transitioning to AWS can revolutionize their IT operations and enhance their capacity to respond to evolving market needs. AWS migration isnt just about moving data; it requires careful planning and execution. Need to hire skilled engineers?

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AWS Cloud Weak Development Team DevOps 52

CIO

FEBRUARY 11, 2025

Technology leaders in the financial services sector constantly struggle with the daily challenges of balancing cost, performance, and security the constant demand for high availability means that even a minor system outage could lead to significant financial and reputational losses. Legacy infrastructure. Scalability. Scalability.

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Serverless Architecture Microservices Scalability 155

Dzone - DevOps

JANUARY 8, 2025

Organizations adopting Infrastructure as Code (IaC) on AWS often struggle with ensuring that their infrastructure is not only correctly provisioned but also functioning as intended once deployed. Even minor misconfigurations can lead to costly downtime, security vulnerabilities, or performance issues.

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AWS Infrastructure Testing Analysis 97

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. CBRE, in parallel, completed UAT testing to confirm it performed as expected.

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TechCrunch

SEPTEMBER 28, 2022

Cloudflare , the security, performance and reliability company that went public three years ago, said this morning that it will help connect startups that use its serverless computing platform to dozens of venture firms that have collectively offered to invest up to $1.25 Cloudflare takes aim at AWS with promise of $1.25

Technical Review 218

Technical Review AWS Software Review Serverless 218

TechCrunch

FEBRUARY 1, 2023

Gem Security wants to secure your cloud infrastructure, raises $11M by Frederic Lardinois originally published on TechCrunch The team also noted that its service is able to generate higher fidelity alerts for SecOps teams and cut down on the notification noise that often numbs modern security teams.

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AWS Machine Learning - AI

MARCH 14, 2025

This capability enables Anthropics Claude models to identify whats on a screen, understand the context of UI elements, and recognize actions that should be performed such as clicking buttons, typing text, scrolling, and navigating between applications. Prerequisites AWS Command Line Interface (CLI), follow instructions here.

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AWS Generative AI Linux Groups 102

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. This post covers how to integrate Amazon Q Business into your enterprise setup.

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Generative AI AWS Innovation Knowledge Base 93

AWS Machine Learning - AI

MARCH 3, 2025

Hybrid architecture with AWS Local Zones To minimize the impact of network latency on TTFT for users regardless of their locations, a hybrid architecture can be implemented by extending AWS services from commercial Regions to edge locations closer to end users. Next, create a subnet inside each Local Zone. Amazon Linux 2).

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AWS Artificial Inteligence Technical Review Systems Review 71

TechCrunch

MARCH 29, 2022

But when a developer firm — at a scale — has to perform similar activities, they don’t often have — and in many cases, want to have — the required computing power at their disposal to run such tasks locally. We have built AWS for testers,” he said in an interview with TechCrunch.

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AWS Machine Learning - AI

APRIL 16, 2024

At AWS, our top priority is safeguarding the security and confidentiality of our customers’ workloads. With the AWS Nitro System , we delivered a first-of-its-kind innovation on behalf of our customers. The Nitro System is an unparalleled computing backbone for AWS, with security and performance at its core.

Generative AI 132

Generative AI AWS Artificial Inteligence Infrastructure 132

CIO

MARCH 20, 2025

Buoyed by this demand, software vendors and cloud service providers, such as ServiceNow, Salesforce, Workday, AWS, IBM, Google, and Microsoft among others, are ramping up their agent-based offerings. A separate report from Grand View Research claims that the global AI agents market size, estimated at $5.4 Marketplace on the cards?

Cloud 135

Cloud Artificial Inteligence Enterprise AWS 135

Xebia

JANUARY 18, 2024

Deploy Secure Public Web Endpoints Welcome to Building Resilient Public Networking on AWS—our comprehensive blog series on advanced networking strategies tailored for regional evacuation, failover, and robust disaster recovery. We’ll study the advantages and limitations associated with this technique.

AWS 147

AWS Network Load Balancer Software Review 147

CIO

MAY 21, 2024

Customers around the world have seamlessly migrated their enterprise applications to VMware Cloud on AWS to combine the scale and agility benefits of public cloud with the security, resiliency, and performance benefits of private cloud. VMware Cloud on AWS is no longer directly sold by AWS or its channel partners.

AWS 147

AWS Cloud Enterprise Agile 147

CIO

NOVEMBER 26, 2024

For instance, Capital One successfully transitioned from mainframe systems to a cloud-first strategy by gradually migrating critical applications to Amazon Web Services (AWS). Additionally, leveraging cloud-based solutions reduced the burden of maintaining on-premises infrastructure.

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Weak Development Team Compliance Culture Budget 183

TechCrunch

MAY 19, 2022

When ZincSearch founder Prabhat Sharma worked as a solutions architect at AWS, he helped customers implement a lot of tools on top of AWS infrastructure services. He decided it was time to build a more modern alternative and last August he began noodling with an idea. The company announced a $3.6

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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.

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AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

NOVEMBER 15, 2024

At AWS, we are committed to developing AI responsibly , taking a people-centric approach that prioritizes education, science, and our customers, integrating responsible AI across the end-to-end AI lifecycle. For human-in-the-loop evaluation, which can be done by either AWS managed or customer managed teams, you must bring your own dataset.

Applications 103

Applications Generative AI AWS Artificial Inteligence 103