AWS Machine Learning - AI

APRIL 9, 2025

For example, consider a text summarization AI assistant intended for academic research and literature review. Software-as-a-service (SaaS) applications with tenant tiering SaaS applications are often architected to provide different pricing and experiences to a spectrum of customer profiles, referred to as tiers.

Artificial Inteligence 111

Artificial Inteligence Generative AI AWS Applications 111

CIO

DECEMBER 11, 2024

By modern, I refer to an engineering-driven methodology that fully capitalizes on automation and software engineering best practices. 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 167

Data Technical Review Software Review Weak Development Team 167

AWS Machine Learning - AI

APRIL 1, 2025

However, in the past, connecting these agents to diverse enterprise systems has created development bottlenecks, with each integration requiring custom code and ongoing maintenancea standardization challenge that slows the delivery of contextual AI assistance across an organizations digital ecosystem.

Generative AI 130

Generative AI AWS Artificial Inteligence Software Review 130

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.

AWS 97

AWS Artificial Inteligence Generative AI Machine Learning 97

AWS Machine Learning - AI

NOVEMBER 7, 2024

In the first part of the series, we showed how AI administrators can build a generative AI software as a service (SaaS) gateway to provide access to foundation models (FMs) on Amazon Bedrock to different lines of business (LOBs). It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker.

Generative AI 101

Generative AI AWS Enterprise Artificial Inteligence 101

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 81

AWS Software Review Technical Review Generative AI 81

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.

AWS 87

AWS Generative AI Technical Review Artificial Inteligence 87

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 96

Generative AI Applications Technical Review Software Review 96

CIO

JANUARY 7, 2025

It prevents vendor lock-in, gives a lever for strong negotiation, enables business flexibility in strategy execution owing to complicated architecture or regional limitations in terms of security and legal compliance if and when they rise and promotes portability from an application architecture perspective.

Cloud 147

Cloud Strategy Architecture Policies 147

The Crazy Programmer

JUNE 14, 2024

Artificial Intelligence (AI) is revolutionizing software development by enhancing productivity, improving code quality, and automating routine tasks. Developers now have access to various AI-powered tools that assist in coding, debugging, and documentation. It aims to help programmers write code faster and more securely.

Programming 271

Programming Tools Software Review Artificial Inteligence 271

AWS Machine Learning - AI

MARCH 7, 2025

Through advanced data analytics, software, scientific research, and deep industry knowledge, Verisk helps build global resilience across individuals, communities, and businesses. In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline.

Generative AI 78

Generative AI Technical Review Insurance Policies 78

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 99

Artificial Inteligence AWS Technical Review Policies 99

CIO

FEBRUARY 4, 2025

The result was a compromised availability architecture. For example, the database team we worked with in an organization new to the cloud launched all the AWS RDS database servers from dev through production, incurring a $600K a month cloud bill nine months before the scheduled production launch. Long-term value creation.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times.

Generative AI 101

Generative AI Video Engineering Artificial Inteligence 101

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. 11% $118B to $131B How much did AWS revenue increase in 2023? AWS revenue increased 13% year-over-year from $80B to $91B.

Generative AI 73

Generative AI Systems Review Software Review Artificial Inteligence 73

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.

Scalability 108

Scalability Lambda Generative AI AWS 108

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? Example: 3.

AWS 52

AWS Software Review Systems Review Policies 52

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. The following diagram illustrates the solution architecture.

Case Study 102

Case Study Artificial Inteligence Study Generative AI 102

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. The following diagram provides a detailed view of the architecture to enhance email support using generative AI.

Knowledge Base 87

Knowledge Base Generative AI Technical Review Lambda 87

AWS Machine Learning - AI

JANUARY 29, 2025

Their DeepSeek-R1 models represent a family of large language models (LLMs) designed to handle a wide range of tasks, from code generation to general reasoning, while maintaining competitive performance and efficiency. Prerequisites You should have the following prerequisites: An AWS account with access to Amazon Bedrock.

Generative AI 118

Generative AI Artificial Inteligence AWS Serverless 118

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 90

Education Report Technical Review Generative AI 90

AWS Machine Learning - AI

DECEMBER 4, 2024

At AWS re:Invent 2024, we are excited to introduce Amazon Bedrock Marketplace. The Nemotron-4 model offers impressive multilingual and coding capabilities. Review the available options and choose Subscribe. This post is co-written with Abhishek Sawarkar, Eliuth Triana, Jiahong Liu and Kshitiz Gupta from NVIDIA.

Artificial Inteligence 90

Artificial Inteligence Microservices Generative AI AWS 90

AWS Machine Learning - AI

OCTOBER 16, 2024

The project focused solely on audio processing due to its cost-efficiency and faster processing time. The general architecture of the metadata pipeline consists of two primary steps: Generate transcriptions of audio tracks: use speech recognition models to generate accurate transcripts of the audio content.

Media 106

Media Video Artificial Inteligence Generative AI 106

TechCrunch

FEBRUARY 6, 2023

Developers at startups thought they could maintain multiple application code bases that work independently with each cloud provider. Deploying cloud infrastructure also involves analyzing tools and software solutions, like application monitoring and activity logging, leading many developers to suffer from analysis paralysis.

Infrastructure 246

Infrastructure Cloud Minimum Viable Product Weak Development Team 246

AWS Machine Learning - AI

NOVEMBER 22, 2024

With Bedrock Flows, you can quickly build and execute complex generative AI workflows without writing code. Seamless integration of latest foundation models (FMs), Prompts, Agents, Knowledge Bases, Guardrails, and other AWS services. To learn more, see the AWS user guide for Guardrails integration and Traceability.

Generative AI 103

Generative AI Artificial Inteligence Knowledge Base AWS 103

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. You can find the corresponding code for this blog post here.

AWS 147

AWS Network Load Balancer Software Review 147

CIO

APRIL 1, 2025

AI services require high resources like CPU/GPU and memory and hence cloud providers like Amazon AWS, Microsoft Azure and Google Cloud provide many AI services including features for genAI. This includes proactive budgeting, regular financial reviews and the implementation of cost allocation policies that ensure accountability.

Technical Review 88

Technical Review Azure Budget Artificial Inteligence 88

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 117

Technical Review Software Review Systems Review Lambda 117

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. Independent software vendors (ISVs) are also building secure, managed, multi-tenant generative AI platforms.

Artificial Inteligence 78

Artificial Inteligence Generative AI AWS Storage 78

AWS Machine Learning - AI

JULY 11, 2024

In the diverse toolkit available for deploying cloud infrastructure, Agents for Amazon Bedrock offers a practical and innovative option for teams looking to enhance their infrastructure as code (IaC) processes. Next, the agent provides a comprehensive summary of the architecture diagram along with additional inputs provided by the user.

Software Review 123

Software Review Infrastructure Lambda Generative AI 123

AWS Machine Learning - AI

FEBRUARY 11, 2025

Enhancing AWS Support Engineering efficiency The AWS Support Engineering team faced the daunting task of manually sifting through numerous tools, internal sources, and AWS public documentation to find solutions for customer inquiries. Then we introduce the solution deployment using three AWS CloudFormation templates.

Knowledge Base 81

Knowledge Base Lambda Enterprise AWS 81

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

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. Before we dive deep into the deployment of the AI agent, lets walk through the key steps of the architecture, as shown in the following diagram.

Generative AI 96

Generative AI Systems Review System Lambda 96

AWS Machine Learning - AI

APRIL 18, 2024

Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. AWS Landing Zone addresses this need by offering a standardized approach to deploying AWS resources.

AWS 118

AWS Applications Lambda Knowledge Base 118

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.

AWS 98

AWS Technical Review Analytics Development Team Review 98

Palo Alto Networks

OCTOBER 22, 2024

{{interview_audio_title}} 00:00 00:00 Volume Slider 10s 10s 10s 10s Seek Slider The genesis of cloud computing can be traced back to the 1960s concept of utility computing, but it came into its own with the launch of Amazon Web Services (AWS) in 2006. As a result, another crucial misconception revolves around the shared responsibility model.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

Xebia

DECEMBER 21, 2022

A regional failure is an uncommon event in AWS (and other Public Cloud providers), where all Availability Zones (AZs) within a region are affected by any condition that impedes the correct functioning of the provisioned Cloud infrastructure. In this PoC, we will create the front-end layer of a three-tier architecture.

Disaster Recovery 130

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