AWS Machine Learning - AI

NOVEMBER 1, 2024

As enterprises increasingly embrace generative AI , they face challenges in managing the associated costs. With demand for generative AI applications surging across projects and multiple lines of business, accurately allocating and tracking spend becomes more complex.

Generative AI 138

Generative AI AWS Artificial Inteligence Budget 138

AWS Machine Learning - AI

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. In the context of Amazon Bedrock , observability and evaluation become even more crucial.

Generative AI 108

Generative AI Applications AWS Knowledge Base 108

CIO

NOVEMBER 22, 2024

The road ahead for IT leaders in turning the promise of generative AI into business value remains steep and daunting, but the key components of the gen AI roadmap — data, platform, and skills — are evolving and becoming better defined. MIT event, moderated by Lan Guan, CAIO at Accenture.

Airlines 204

Airlines LAN Generative AI Travel 204

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. Generative AI models (for example, Amazon Titan) hosted on Amazon Bedrock were used for query disambiguation and semantic matching for answer lookups and responses.

Generative AI 111

Generative AI AWS Groups Artificial Inteligence 111

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). Chiara Relandini is an Associate Solutions Architect at AWS.

Generative AI 126

Generative AI AWS Lambda Authentication 126

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. In the following sections, we explain how to deploy this architecture.

Generative AI 119

Generative AI Lambda Applications AWS 119

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. Many commercial generative AI solutions available are expensive and require user-based licenses.

Generative AI 108

Generative AI Video Engineering Artificial Inteligence 108

CIO

DECEMBER 20, 2024

CIO Jason Birnbaum has ambitious plans for generative AI at United Airlines. With the core architectural backbone of the airlines gen AI roadmap in place, including United Data Hub and an AI and ML platform dubbed Mars, Birnbaum has released a handful of models into production use for employees and customers alike.

Airlines 197

Airlines Generative AI Artificial Inteligence Weak Development Team 197

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 84

Generative AI Organization Enterprise Artificial Inteligence 84

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 105

Generative AI Government Technical Review Innovation 105

CIO

DECEMBER 3, 2024

More than 90% of CIOs and CTOs are reviewing their network architecture due to the demand for GenAI. A similar percentage agree that cloud-based solutions are the most practical and cost-effective way of supporting GenAI applications, however there also seems to be a preference for a hybrid-solution approach.

Generative AI 117

Generative AI Research Technical Review Automotive 117

CIO

MAY 30, 2024

Generative AI is poised to disrupt nearly every industry, and IT professionals with highly sought after gen AI skills are in high demand, as companies seek to harness the technology for various digital and operational initiatives.

Generative AI 206

Generative AI Artificial Inteligence Programming Azure 206

TechCrunch

MAY 3, 2023

As brands incorporate generative AI into their creative workflows to generate new content associated with the company, they need to tread carefully to be sure that the new material adheres to the company’s style and brand guidelines. When you have generative AI creating stuff, you can now score it on a continuum.

Generative AI 237

Generative AI Guidelines ChatGPT Backup 237

CIO

DECEMBER 9, 2024

More than 90% of CIOs and CTOs are reviewing their network architecture due to the demand for GenAI. A similar percentage agree that cloud-based solutions are the most practical and cost-effective way of supporting GenAI applications, however there also seems to be a preference for a hybrid-solution approach.

Generative AI 113

Generative AI Research Technical Review Automotive 113

AWS Machine Learning - AI

MARCH 7, 2025

At the forefront of using generative AI in the insurance industry, Verisks generative AI-powered solutions, like Mozart, remain rooted in ethical and responsible AI use. The following diagram illustrates the solution architecture. The new Mozart companion is built using Amazon Bedrock.

Generative AI 74

Generative AI Technical Review Insurance Policies 74

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 107

Generative AI Video Analysis Technical Review 107

CIO

NOVEMBER 1, 2024

As part of MMTech’s unifying strategy, Beswick chose to retire the data centers and form an “enterprisewide architecture organization” with a set of standards and base layers to develop applications and workloads that would run on the cloud, with AWS as the firm’s primary cloud provider.

Generative AI 183

Generative AI Technical Advisors Insurance Weak Development Team 183

CIO

MARCH 25, 2025

AI/ML usage surged exponentially: AI/ML transactions in the Zscaler cloud increased 36x (+3,464.6%) year-over-year, highlighting the explosive growth of enterprise AI adoption. Zscaler Figure 1: Top AI applications by transaction volume 2. Enterprises blocked a large proportion of AI transactions: 59.9%

Enterprise 166

Enterprise Trends Artificial Inteligence Generative AI 166

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 89

Generative AI Systems Review System Lambda 89

CIO

APRIL 1, 2024

Despite the promise generative AI holds for boosting corporate productivity, closing the gap between its potential and business value remains one of CIOs’ chief challenges. Sixty-six percent of C-level executives are ambivalent or dissatisfied with the progress of their AI or GenAI efforts, according to Boston Consulting Group 1.

Generative AI 214

Generative AI Innovation Artificial Intelligence Artificial Inteligence 214

CIO

DECEMBER 20, 2023

THE BOOM OF GENERATIVE AI Digital transformation is the bleeding edge of business resilience. Notably, organisations are now turning to Generative AI to navigate the rapidly evolving tech landscape. Notably, organisations are now turning to Generative AI to navigate the rapidly evolving tech landscape.

Generative AI 193

Generative AI Software Review Technical Review Weak Development Team 193

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 Software Review Artificial Inteligence 73

CIO

NOVEMBER 1, 2024

As part of MMTech’s unifying strategy, Beswick chose to retire the data centers and form an “enterprisewide architecture organization” with a set of standards and base layers to develop applications and workloads that would run on the cloud, with AWS as the firm’s primary cloud provider.

Generative AI 158

Generative AI Technical Advisors Insurance Weak Development Team 158

CIO

JUNE 28, 2023

Generative AI assistance across SaaS applications in the offing While the security features of AppFabric have been made generally available, Torreti said AWS is working to add “proactive” generative AI -based assistance, based on Amazon Bedrock , across all supported SaaS applications by the end of this year.

Generative AI 204

Generative AI AWS Artificial Inteligence Enterprise 204

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 71

Generative AI Games Development AWS 71

CIO

SEPTEMBER 26, 2024

Perhaps the most exciting aspect of cultivating an AI strategy is choosing use cases to bring to life. This is proving true for generative AI, whose ability to create image, text, and video content from natural language prompts has organizations scrambling to capitalize on the nascent technology.

Generative AI 211

Generative AI Strategy Artificial Inteligence Technical Review 211

CIO

JANUARY 13, 2025

Shift AI experimentation to real-world value Generative AI dominated the headlines in 2024, as organizations launched widespread experiments with the technology to assess its ability to enhance efficiency and deliver new services. Most of all, the following 10 priorities should be at the top of your 2025 to-do list.

Technical Advisors 210

Technical Advisors Disaster Recovery Generative AI Innovation 210

CIO

SEPTEMBER 12, 2023

Everyone is still amazed by the way the generative AI algorithms can whip off some amazing artwork in any style and then turn on a dime to write long essays with great grammar. Every CIO and CEO has a slide or three in their deck ready to discuss how generative AI is going to transform their business. Well, many things.

Generative AI 187

Generative AI Artificial Inteligence Training Enterprise 187

CIO

AUGUST 19, 2024

Yet as organizations figure out how generative AI fits into their plans, IT leaders would do well to pay close attention to one emerging category: multiagent systems. Agents come in many forms, many of which respond to prompts humans issue through text or speech. A similar approach to infrastructure can help.

Generative AI 215

Generative AI Artificial Inteligence Organization Technical Review 215

CIO

DECEMBER 2, 2024

In our recent report examining technical debt in the age of generative AI , we explored how companies need to break their technical debt down into four categories. Or, in some cases, companies have platforms that were built with human interactions in mind and aren’t ideal today for many gen AI implementations.

How To 205

How To Budget Metrics Innovation 205

CIO

OCTOBER 23, 2024

Since 2022, the tech industry has experienced massive layoffs, as large tech companies have reduced their workforce numbers in response to rising interest rates and emerging generative AI technology.

Marketing 195

Marketing Artificial Inteligence Generative AI Artificial Intelligence 195

CIO

OCTOBER 26, 2023

In some ways, the rise of generative AI has echoed the emergence of cloud —only at a far more accelerated pace. And chief among them is that the time is now for IT to get into the driver’s seat with generative AI. 1 If IT organizations are not afraid of shadow AI yet, they should be. The upsides are palpable.

Generative AI 197

Generative AI Survey Education Training 197

CIO

NOVEMBER 27, 2024

2024 was undoubtedly “the year of AI,” with businesses across the globe attempting to fast-track implementations. In fact, EY’s 202 4 Work Reimagined Survey found that Generative AI (GenAI) adoption skyrocketed from 22% in 2023 to 75% in 2024.

Data 147

Data How To Government Architecture 147

AWS Machine Learning - AI

DECEMBER 23, 2024

Customers need better accuracy to take generative AI applications into production. This enhancement is achieved by using the graphs ability to model complex relationships and dependencies between data points, providing a more nuanced and contextually accurate foundation for generative AI outputs.

Generative AI 125

Generative AI Artificial Inteligence AWS Knowledge Base 125

AWS Machine Learning - AI

OCTOBER 29, 2024

Organizations can process large datasets more economically because of this significant cost reduction, making it an attractive option for businesses looking to optimize their generative AI processing expenses while maintaining the ability to handle substantial data volumes.

Scalability 120

Scalability Lambda Generative AI AWS 120

O'Reilly Media - Ideas

JANUARY 14, 2025

Its been an exciting year, dominated by a constant stream of breakthroughs and announcements in AI, and complicated by industry-wide layoffs. Generative AI gets better and betterbut that trend may be at an end. Interest in Data Lake architectures rose 59%, while the much older Data Warehouse held steady, with a 0.3%

Trends 132

Trends Technology Security Artificial Inteligence 132

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 99

Knowledge Base Generative AI Technical Review Lambda 99