CIO

AUGUST 9, 2023

It’s an appropriate takeaway for another prominent and high-stakes topic, generative AI. Generative AI “fuel” and the right “fuel tank” Enterprises are in their own race, hastening to embrace generative AI ( another CIO.com article talks more about this). What does this have to do with technology?

Generative AI 148

Generative AI Storage Scalability Technical Review 148

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 99

Generative AI Government Technical Review Innovation 99

CIO

NOVEMBER 19, 2024

The data is spread out across your different storage systems, and you don’t know what is where. At the same time, optimizing nonstorage resource usage, such as maximizing GPU usage, is critical for cost-effective AI operations, because underused resources can result in increased expenses. How did we achieve this level of trust?

Artificial Inteligence 174

Artificial Inteligence Engineering Data Storage 174

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. Solution overview The policy documents reside in Amazon Simple Storage Service (Amazon S3) storage.

Generative AI 73

Generative AI Technical Review Insurance Policies 73

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

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 103

Generative AI Video Analysis Technical Review 103

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 Inteligence Artificial Intelligence 214

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. Sufficient local storage space, at least 17 GB for the 8B model or 135 GB for the 70B model.

Generative AI 123

Generative AI Artificial Inteligence AWS Technical Review 123

CIO

JUNE 28, 2023

“When you create an app bundle, AppFabric creates the required AWS Identity and Access Management (IAM) role in your AWS account, which is required to send metrics to Amazon CloudWatch and to access AWS resources such as Amazon Simple Storage Service (Amazon S3) and Amazon Kinesis Data Firehose,” AWS wrote in a blog post.

Generative AI 204

Generative AI AWS Artificial Inteligence Enterprise 204

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 74

Generative AI Systems Review Artificial Inteligence Software Review 74

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 60

Generative AI Artificial Inteligence Metrics AWS 60

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 114

Scalability Lambda Generative AI AWS 114

AWS Machine Learning - AI

MARCH 20, 2025

Gartner predicts that by 2027, 40% of generative AI solutions will be multimodal (text, image, audio and video) by 2027, up from 1% in 2023. The McKinsey 2023 State of AI Report identifies data management as a major obstacle to AI adoption and scaling.

Data 104

Data Generative AI Artificial Inteligence Compliance 104

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

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 103

AWS Artificial Inteligence Generative AI Machine Learning 103

CIO

JANUARY 8, 2025

Theres a renewed focus on on-premises, on-premises private cloud, or hosted private cloud versus public cloud, especially as data-heavy workloads such as generative AI have started to push cloud spend up astronomically, adds Woo. Where are those workloads going? Hidden costs of public cloud For St.

Cloud 209

Cloud Technical Review Systems Review Budget 209

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 92

Knowledge Base Generative AI Technical Review Lambda 92

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. Although they’re important, they are a functional aspect of the system and don’t directly affect resilience.

Generative AI 130

Generative AI Disaster Recovery Artificial Inteligence AWS 130

CIO

DECEMBER 12, 2023

In most IT landscapes today, diverse storage and technology infrastructures hinder the efficient conversion and use of data and applications across varied standards and locations. Multicloud architectures help organizations get access to the right tools, manage their cost profiles, and quickly respond to changing needs.

Storage 147

Storage Agile Generative AI Healthcare 147

AWS Machine Learning - AI

NOVEMBER 14, 2024

This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure. With the significant developments in the field of generative AI , intelligent applications powered by foundation models (FMs) can help users map out an itinerary through an intuitive natural conversation interface.

Artificial Inteligence 104

Artificial Inteligence Generative AI Travel AWS 104

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. Amazon Q Business is one of the AWS suites of generative AI services that provides a web-based utility to set up, manage, and interact with Amazon Q. Sona Rajamani is a Sr.

Generative AI 96

Generative AI AWS Innovation Knowledge Base 96

Xebia

AUGUST 17, 2023

Leveraging Serverless and Generative AI for Image Captioning on GCP In today’s age of abundant data, especially visual data, it’s imperative to understand and categorize images efficiently. This function leverages Vertex AI to generate captions for the images. The result?

Serverless 130

Serverless Generative AI Google Cloud Technical Review 130

AWS Machine Learning - AI

MARCH 18, 2025

As generative AI adoption accelerates across enterprises, maintaining safe, responsible, and compliant AI interactions has never been more critical. Amazon Bedrock Guardrails provides configurable safeguards that help organizations build generative AI applications with industry-leading safety protections.

Policies 78

Policies Generative AI Resources AWS 78

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. Afri-SET can use this solution to automatically generate Python code, based on the format of input data.

Generative AI 119

Generative AI Artificial Inteligence Technical Review AWS 119

AWS Machine Learning - AI

MAY 15, 2024

To help advertisers more seamlessly address this challenge, Amazon Ads rolled out an image generation capability that quickly and easily develops lifestyle imagery, which helps advertisers bring their brand stories to life. Solution overview Figure 2 shows a simplified solution architecture for inferencing and model deployment.

Generative AI 122

Generative AI Artificial Inteligence Advertising Technical Review 122

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 114

Generative AI AWS 3D Video 114

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 129

Generative AI Artificial Inteligence AWS Machine Learning 129

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. Amazon Simple Storage Service (S3) : for documents and processed data caching. Mesko, B., &

Artificial Inteligence 121

Artificial Inteligence Generative AI Lambda Healthcare 121

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. In just a few weeks, we were able to cut over to Amazon Q and significantly reduce the complexity of our service architecture and operations.

AWS 92

AWS Generative AI Technical Review Artificial Inteligence 92

AWS Machine Learning - AI

JULY 15, 2024

The raw photos are stored in Amazon Simple Storage Service (Amazon S3). Aurora MySQL serves as the primary relational data storage solution for tracking and recording media file upload sessions and their accompanying metadata. S3, in turn, provides efficient, scalable, and secure storage for the media file objects themselves.

Generative AI 116

Generative AI Artificial Inteligence AWS Technical Review 116

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 123

Generative AI Healthcare Artificial Inteligence Insurance 123

AWS Machine Learning - AI

JANUARY 13, 2025

This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution. Enhancing the capabilities of IDP is the integration of generative AI, which harnesses large language models (LLMs) and generative techniques to understand and generate human-like text.

Education 96

Education Report Technical Review Generative AI 96

AWS Machine Learning - AI

FEBRUARY 6, 2024

Accenture built a regulatory document authoring solution using automated generative AI that enables researchers and testers to produce CTDs efficiently. By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format.

Generative AI 122

Generative AI AWS Lambda Technical Review 122

AWS Machine Learning - AI

DECEMBER 14, 2023

We introduce the concept of Spaces and explain how JupyterLab Spaces enable flexible customization of compute, storage, and runtime resources to improve your ML workflow efficiency. A Space represents a combination of a compute instance, storage, and other runtime configurations. Reconfigure the compute, storage, or runtime.

Generative AI 117

Generative AI Tools Artificial Inteligence Software Review 117

AWS Machine Learning - AI

OCTOBER 15, 2024

Now, with the advent of large language models (LLMs), you can use generative AI -powered virtual assistants to provide real-time analysis of speech, identification of areas for improvement, and suggestions for enhancing speech delivery. The generative AI capabilities of Amazon Bedrock efficiently process user speech inputs.

Generative AI 119

Generative AI Virtualization Technical Advisors AWS 119

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 113

Generative AI Artificial Inteligence AWS Technical Review 113

AWS Machine Learning - AI

AUGUST 26, 2024

Prospecting, opportunity progression, and customer engagement present exciting opportunities to utilize generative AI, using historical data, to drive efficiency and effectiveness. Use case overview Using generative AI, we built Account Summaries by seamlessly integrating both structured and unstructured data from diverse sources.

Generative AI 119

Generative AI AWS Artificial Inteligence Technical Review 119