AWS Machine Learning - AI

NOVEMBER 13, 2024

Recognizing this need, we have developed a Chrome extension that harnesses the power of AWS AI and generative AI services, including Amazon Bedrock , an AWS managed service to build and scale generative AI applications with foundation models (FMs). See a walkthrough of Steps 4-6 in the animated image below.

Generative AI 115

Generative AI AWS Lambda Authentication 115

AWS Machine Learning - AI

MARCH 26, 2025

Generative AI has emerged as a game changer, offering unprecedented opportunities for game designers to push boundaries and create immersive virtual worlds. At the forefront of this revolution is Stability AIs cutting-edge text-to-image AI model, Stable Diffusion 3.5 Large (SD3.5

Generative AI 95

Generative AI Games Development AWS 95

AWS Machine Learning - AI

JANUARY 29, 2025

Generative AI can revolutionize organizations by enabling the creation of innovative applications that offer enhanced customer and employee experiences. In this post, we evaluate different generative AI operating model architectures that could be adopted.

Generative AI 75

Generative AI Organization Enterprise Artificial Inteligence 75

AWS Machine Learning - AI

NOVEMBER 6, 2024

In this post, we share how Hearst , one of the nation’s largest global, diversified information, services, and media companies, overcame these challenges by creating a self-service generative AI conversational assistant for business units seeking guidance from their CCoE.

Generative AI 92

Generative AI Government Technical Review Innovation 92

AWS Machine Learning - AI

DECEMBER 2, 2024

Today at AWS re:Invent 2024, we are excited to announce the new Container Caching capability in Amazon SageMaker, which significantly reduces the time required to scale generative AI models for inference. In our tests, we’ve seen substantial improvements in scaling times for generative AI model endpoints across various frameworks.

Generative AI 86

Generative AI Artificial Inteligence Machine Learning AWS 86

CIO

DECEMBER 30, 2024

Generative AI has seen faster and more widespread adoption than any other technology today, with many companies already seeing ROI and scaling up use cases into wide adoption. Vendors are adding gen AI across the board to enterprise software products, and AI developers havent been idle this year either.

Fractional CTO 212

Fractional CTO Software Development CTO Coach Architecture 212

AWS Machine Learning - AI

JANUARY 22, 2025

However, to describe what is occurring in the video from what can be visually observed, we can harness the image analysis capabilities of generative AI. We explain the end-to-end solution workflow, the prompts needed to produce the transcript and perform security analysis, and provide a deployable solution architecture.

Generative AI 97

Generative AI Video Analysis Technical Review 97

AWS Machine Learning - AI

MARCH 20, 2025

Generative AI agents offer a powerful solution by automatically interfacing with company systems, executing tasks, and delivering instant insights, helping organizations scale operations without scaling complexity. The following diagram illustrates the generative AI agent solution workflow.

Generative AI 94

Generative AI Systems Review System Lambda 94

AWS Machine Learning - AI

MARCH 5, 2025

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. 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.

Generative AI 73

Generative AI Systems Review Artificial Inteligence Software Review 73

AWS Machine Learning - AI

MARCH 20, 2025

Asure anticipated that generative AI could aid contact center leaders to understand their teams support performance, identify gaps and pain points in their products, and recognize the most effective strategies for training customer support representatives using call transcripts. Yasmine Rodriguez, CTO of Asure.

Generative AI 69

Generative AI Artificial Inteligence Metrics AWS 69

CIO

NOVEMBER 7, 2024

We’re not at step one of that journey because, as an insurance company, we have been leveraging AI for many years, but we are thinking about generative AI in the sense of, how do we empower our employees and augment their work to help them have more capacity and for higher, more complex work sets?

Artificial Inteligence 180

Artificial Inteligence Development Generative AI Artificial Intelligence 180

AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. For instructions on how to start your Amazon Bedrock batch inference job, refer to Enhance call center efficiency using batch inference for transcript summarization with Amazon Bedrock.

Scalability 106

Scalability Lambda Generative AI AWS 106

AWS Machine Learning - AI

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. You can access your imported custom models on-demand and without the need to manage underlying infrastructure.

Generative AI 116

Generative AI Artificial Inteligence AWS Serverless 116

CIO

FEBRUARY 20, 2024

Governments and public service agencies understand the enormous potential of generative AI. Recent research by McGuire Research Services for Avanade, shows 82% of government employees are using AI on a daily or weekly basis, while 84% of organisations plan to increase their IT investments by up to 24% to take advantage of AI.

Generative AI 158

Generative AI Government Artificial Inteligence Policies 158

Palo Alto Networks

OCTOBER 21, 2024

Powered by Precision AI™ – our proprietary AI system – this solution combines machine learning, deep learning and generative AI to deliver advanced, real-time protection. Generative AI enhances the user experience with a natural language interface, making the system more intuitive and intelligent.

Compliance 109

Compliance Virtualization Conference Generative AI 109

CIO

DECEMBER 11, 2024

By modern, I refer to an engineering-driven methodology that fully capitalizes on automation and software engineering best practices. This approach is repeatable, minimizes dependence on manual controls, harnesses technology and AI for data management and integrates seamlessly into the digital product development process.

Data 167

Data Technical Review Software Review Weak Development Team 167

AWS Machine Learning - AI

NOVEMBER 20, 2024

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

Artificial Inteligence 102

Artificial Inteligence Applications Knowledge Base Generative AI 102

CIO

JANUARY 3, 2025

According to BMC research in partnership with Forbes Insight , more than 80% of IT leaders trust AI output and see a significant role for AI, including but not limited to generative AI outputs. Research respondents believe AI will positively impact IT complexity and improve business outcomes.

Organization 158

Organization Artificial Intelligence Artificial Inteligence DevOps 158

AWS Machine Learning - AI

JANUARY 13, 2025

This post shows how MuleSoft introduced a generative AI -powered assistant using Amazon Q Business to enhance their internal Cloud Central dashboard. For more on MuleSofts journey to cloud computing, refer to Why a Cloud Operating Model? Every organization has unique needs when it comes to AI. Want to take it further?

Generative AI 88

Generative AI AWS Innovation Knowledge Base 88

AWS Machine Learning - AI

APRIL 10, 2025

Model customization refers to adapting a pre-trained language model to better fit specific tasks, domains, or datasets. The following diagram illustrates the solution architecture. For more information, refer to the following GitHub repo , which contains sample code.

Case Study 97

Case Study Artificial Inteligence Study Generative AI 97

AWS Machine Learning - AI

NOVEMBER 6, 2024

Amazon Bedrock streamlines the integration of state-of-the-art generative AI capabilities for developers, offering pre-trained models that can be customized and deployed without the need for extensive model training from scratch. Scattered throughout Foobar are pockets of tropical jungles thriving along rivers and wetlands.

Software Review 101

Software Review Artificial Inteligence Generative AI AWS 101

AWS Machine Learning - AI

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs).

Generative AI 125

Generative AI Artificial Inteligence Systems Review Software Review 125

AWS Machine Learning - AI

FEBRUARY 1, 2024

Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. There are unique considerations when engineering generative AI workloads through a resilience lens. This pattern achieves a statically stable architecture, which is a resiliency best practice.

Generative AI 124

Generative AI Disaster Recovery Artificial Inteligence AWS 124

AWS Machine Learning - AI

NOVEMBER 19, 2024

With Amazon Bedrock and other AWS services, you can build a generative AI-based email support solution to streamline email management, enhancing overall customer satisfaction and operational efficiency. AI integration accelerates response times and increases the accuracy and relevance of communications, enhancing customer satisfaction.

Knowledge Base 85

Knowledge Base Generative AI Technical Review Lambda 85

AWS Machine Learning - AI

APRIL 16, 2024

Generative artificial intelligence (AI) is transforming the customer experience in industries across the globe. The biggest concern we hear from customers as they explore the advantages of generative AI is how to protect their highly sensitive data and investments.

Generative AI 128

Generative AI AWS Artificial Inteligence Infrastructure 128

AWS Machine Learning - AI

JULY 3, 2024

Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. Fact-checking and rules evaluation require special coverage and will be discussed in an upcoming post.

Artificial Inteligence 114

Artificial Inteligence Generative AI Lambda Healthcare 114

AWS Machine Learning - AI

AUGUST 26, 2024

The rise of foundation models (FMs), and the fascinating world of generative AI that we live in, is incredibly exciting and opens doors to imagine and build what wasn’t previously possible. Users can input audio, video, or text into GenASL, which generates an ASL avatar video that interprets the provided data.

Generative AI 108

Generative AI AWS 3D Video 108

AWS Machine Learning - AI

AUGUST 8, 2024

By integrating generative AI, they can now analyze call transcripts to better understand customer pain points and improve agent productivity. Additionally, they are using generative AI to extract key call drivers, optimize agent workflows, and gain deeper insights into customer sentiment.

Generative AI 111

Generative AI Artificial Inteligence AWS Scalability 111

AWS Machine Learning - AI

SEPTEMBER 12, 2024

Generative AI technology, such as conversational AI assistants, can potentially solve this problem by allowing members to ask questions in their own words and receive accurate, personalized responses. The following diagram illustrates the solution architecture.

Generative AI 116

Generative AI Healthcare Artificial Inteligence Insurance 116

CIO

MAY 9, 2024

IBM’s consulting arm and SAP are partnering to offer generative AI -based services to enterprises to help accelerate digital transformation. The partnership, announced on Wednesday, will see both companies offer generative AI-based services via RISE with SAP offering , the companies said in a statement.

Artificial Inteligence 167

Artificial Inteligence Generative AI Automotive Architecture 167

AWS Machine Learning - AI

OCTOBER 16, 2024

Video data analysis with AI wasn’t required for generating detailed, accurate, and high-quality metadata. The following diagram shows the metadata generation pipeline from audio transcription to detailed metadata. This flexibility allows them to tailor the metadata generation to evolving business requirements.

Media 103

Media Video Artificial Inteligence Generative AI 103

AWS Machine Learning - AI

NOVEMBER 22, 2023

Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. And although generative AI has appeared in previous events, this year we’re taking it to the next level. Use the “Generative AI” tag as you are browsing the session catalog to find them.

Generative AI 122

Generative AI Artificial Inteligence AWS Machine Learning 122

AWS Machine Learning - AI

JUNE 18, 2024

This post explores how generative AI can make working with business documents and email attachments more straightforward. The solution covers two steps to deploy generative AI for email automation: Data extraction from email attachments and classification using various stages of intelligent document processing (IDP).

Generative AI 106

Generative AI Artificial Inteligence AWS Technical Review 106

AWS Machine Learning - AI

JUNE 18, 2024

This post presents a solution that uses a generative artificial intelligence (AI) to standardize air quality data from low-cost sensors in Africa, specifically addressing the air quality data integration problem of low-cost sensors. Qiong (Jo) Zhang , PhD, is a Senior Partner Solutions Architect at AWS, specializing in AI/ML.

Generative AI 111

Generative AI Artificial Inteligence Technical Review AWS 111

AWS Machine Learning - AI

MARCH 19, 2024

Generative AI using large pre-trained foundation models (FMs) such as Claude can rapidly generate a variety of content from conversational text to computer code based on simple text prompts, known as zero-shot prompting. Solution overview The following diagram illustrates the solution architecture.

Generative AI 126

Generative AI Industry Artificial Inteligence Knowledge Base 126

AWS Machine Learning - AI

OCTOBER 17, 2024

With the advent of generative AI and machine learning, new opportunities for enhancement became available for different industries and processes. AWS HealthScribe combines speech recognition and generative AI trained specifically for healthcare documentation to accelerate clinical documentation and enhance the consultation experience.

AWS 95

AWS Artificial Inteligence Generative AI Machine Learning 95

AWS Machine Learning - AI

MAY 30, 2024

Generative artificial intelligence (AI) has unlocked fresh opportunities for these use cases. In this post, we introduce the Media Analysis and Policy Evaluation solution, which uses AWS AI and generative AI services to provide a framework to streamline video extraction and evaluation processes.

Generative AI 125

Generative AI Policies Video AWS 125