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 117

Artificial Inteligence Generative AI AWS Applications 117

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

Generative AI AWS Groups Artificial Inteligence 113

AWS Machine Learning - AI

NOVEMBER 6, 2024

In this post, we explore how to integrate Amazon Bedrock FMs into your code base, enabling you to build powerful AI-driven applications with ease. For this post, we run the code in a Jupyter notebook within VS Code and use Python. This client will serve as the entry point for interacting with Amazon Bedrock FMs.

Software Review 109

Software Review Artificial Inteligence Generative AI AWS 109

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.

Fractional CTO 187

Fractional CTO Technical Review Technical Advisors How To 187

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.

Generative AI 101

Generative AI Applications Technical Review Software Review 101

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.

Generative AI 75

Generative AI Systems Review Software Review Artificial Inteligence 75

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 103

AWS Artificial Inteligence Generative AI Machine Learning 103

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. Verisk has a governance council that reviews generative AI solutions to make sure that they meet Verisks standards of security, compliance, and data use.

Generative AI 83

Generative AI Technical Review Insurance Policies 83

CIO

DECEMBER 10, 2024

For example, developers using GitHub Copilots code-generating capabilities have experienced a 26% increase in completed tasks , according to a report combining the results from studies by Microsoft, Accenture, and a large manufacturing company. These reinvention-ready organizations have 2.5 times higher revenue growth and 2.4

Weak Development Team 215

Weak Development Team Metrics Software Review Technical Review 215

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 92

AWS Generative AI Technical Review Artificial Inteligence 92

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.

AWS 86

AWS Software Review Technical Review Generative AI 86

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. You can use the code referenced in this post to connect your agents to other MCP servers to address challenges for your business.

Generative AI 133

Generative AI AWS Artificial Inteligence Software Review 133

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 105

Artificial Inteligence AWS Technical Review Policies 105

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, New agent skills in Agentforce 2.0

Enterprise 148

Enterprise Software Review AWS Generative AI 148

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 108

Case Study Artificial Inteligence Study Generative AI 108

AWS Machine Learning - AI

MARCH 20, 2025

Companies of all sizes face mounting pressure to operate efficiently as they manage growing volumes of data, systems, and customer interactions. 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.

Generative AI 102

Generative AI Systems Review System Lambda 102

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 106

Generative AI AWS Enterprise Artificial Inteligence 106

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. You can change and add steps without even writing code, so you can more easily evolve your application and innovate faster.

Generative AI 80

Generative AI AWS Technical Review Backup 80

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 122

Technical Review Software Review Systems Review Generative AI 122

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.

Media 111

Media Video Artificial Inteligence Generative AI 111

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 96

Education Report Technical Review Generative AI 96

Xebia

FEBRUARY 28, 2025

… that is not an awful lot. The time when Hardvard Business Review posted the Data Scientist to be the “Sexiest Job of the 21st Century” is more than a decade ago [1]. … versus Reality : In reality collaboration between development and operations is hard due to conflicting interests. What a waste!

Technical Review 182

Technical Review Weak Development Team Artificial Inteligence Machine Learning 182

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 114

Scalability Lambda Generative AI AWS 114

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 105

Generative AI Video Engineering Artificial Inteligence 105

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

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.

Knowledge Base 93

Knowledge Base Generative AI Technical Review Lambda 93

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. 45% of support engineers, application engineers, and SREs use five different monitoring tools on average.

Technical Review 100

Technical Review AWS eCommerce Systems Review 100

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

Lambda 122

Lambda Enterprise Automotive Knowledge Base 122

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

CIO

NOVEMBER 17, 2022

By Milan Shetti, CEO Rocket Software In today’s fast-paced digital business world, organizations have become highly adaptive and agile to keep up with the ever-evolving demands of consumers and the market. Let’s take a closer look at the essential features cloud-first businesses should look for in a content management software.

Software Review 217

Software Review Cloud Software Technical Review 217

CIO

OCTOBER 25, 2023

On October 20, 2023, Okta Security identified adversarial activity that used a stolen credential to gain access to the company’s support case management system. Once inside the system, the hacker gained access to files uploaded by Okta customers using valid session tokens from recent support cases.

Systems Review 215

Systems Review Software Review Development Team Review Technical Review 215

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 109

Generative AI Artificial Inteligence Knowledge Base AWS 109

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

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.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

TechCrunch

JUNE 6, 2022

It’s Cobbe’s assertion that companies give out too much access to systems. To his point, a 2021 survey by cloud infrastructure security startup Ermetic found that enterprises with over 20,000 employees experienced at least 38% cloud data breaches due to unauthorised access. Image Credits: Opal.

Systems Review 203

Systems Review Software Review AWS Compliance 203

Hacker Earth Developers Blog

JULY 14, 2021

Events like these are so important for developers, whether you are a beginner or an advanced software engineer, hackathons are the great equalizer and skill democratizer. The lessons you gain, both in software development, entrepreneurship, and in working as a team will pay dividends down the road.

UI/UX 264

UI/UX Technical Review Software Review AWS 264

AWS Machine Learning - AI

AUGUST 22, 2024

Verisk’s Discovery Navigator product is a leading medical record review platform designed for property and casualty claims professionals, with applications to any industry that manages large volumes of medical records. This allows reviewers to access necessary information in minutes, compared to the hours spent doing this manually.

Generative AI 104

Generative AI Technical Review Software Review Systems Review 104