AWS Machine Learning - AI

NOVEMBER 12, 2024

Randy has held a variety of positions in the technology space, ranging from software engineering to product management. He is focused on Big Data, Data Lakes, Streaming and batch Analytics services and generative AI technologies. He also holds an MBA from Colorado State University. Varun Mehta is a Sr.

Generative AI 93

Generative AI Artificial Inteligence Industry Analysis 93

AWS Machine Learning - AI

DECEMBER 4, 2024

He works with Amazon.com to design, build, and deploy technology solutions on AWS, and has a particular interest in AI and machine learning. Saurabh Trikande is a Senior Product Manager for Amazon Bedrock and SageMaker Inference. He focuses on helping customers design, deploy, and manage ML workloads at scale.

Artificial Inteligence 90

Artificial Inteligence Microservices Generative AI AWS 90

AWS Machine Learning - AI

NOVEMBER 22, 2024

Today, we are excited to announce the general availability of Amazon Bedrock Flows (previously known as Prompt Flows). With Bedrock Flows, you can quickly build and execute complex generative AI workflows without writing code. Key benefits include: Simplified generative AI workflow development with an intuitive visual interface.

Generative AI 103

Generative AI Artificial Inteligence Knowledge Base AWS 103

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. Generative AI workloads are no different.

Generative AI 126

Generative AI Disaster Recovery Artificial Inteligence AWS 126

AWS Machine Learning - AI

JANUARY 13, 2025

Amazon Q Business can increase productivity across diverse teams, including developers, architects, site reliability engineers (SREs), and product managers. This post shows how MuleSoft introduced a generative AI -powered assistant using Amazon Q Business to enhance their internal Cloud Central dashboard.

Generative AI 91

Generative AI AWS Innovation Knowledge Base 91

CIO

NOVEMBER 27, 2024

Common data management practices are too slow, structured, and rigid for AI where data cleaning needs to be context-specific and tailored to the particular use case. For AI, there’s no universal standard for when data is ‘clean enough.’ In the generative AI world, the notion of accuracy is much more nebulous.”

Data 211

Data Enterprise Weak Development Team Software Review 211

AWS Machine Learning - AI

AUGUST 6, 2024

I explored how Bedrock enables customers to build a secure, compliant foundation for generative AI applications. Amazon Bedrock equips you with a powerful and comprehensive toolset to transform your generative AI from a one-size-fits-all solution into one that is finely tailored to your unique needs.

Generative AI 126

Generative AI Artificial Inteligence Applications Knowledge Base 126

AWS Machine Learning - AI

AUGUST 8, 2024

Webex’s focus on delivering inclusive collaboration experiences fuels their innovation, which uses artificial intelligence (AI) and machine learning (ML), to remove the barriers of geography, language, personality, and familiarity with technology. Webex works with the world’s leading business and productivity apps—including AWS.

Generative AI 114

Generative AI Artificial Inteligence AWS Machine Learning 114

AWS Machine Learning - AI

APRIL 10, 2025

Today, we are excited to announce that Mistral AI s Pixtral Large foundation model (FM) is generally available in Amazon Bedrock. With this launch, you can now access Mistrals frontier-class multimodal model to build, experiment, and responsibly scale your generative AI ideas on AWS.

Generative AI 84

Generative AI AWS Technical Review Artificial Inteligence 84

CIO

DECEMBER 19, 2023

The analyst reports tell CIOs that generative AI should occupy the top slot on their digital transformation priorities in the coming year. Moreover, the CEOs and boards that CIOs report to don’t want to be left behind by generative AI, and many employees want to experiment with the latest generative AI capabilities in their workflows.

Artificial Inteligence 214

Artificial Inteligence Technical Review Generative AI Software Review 214

AWS Machine Learning - AI

NOVEMBER 26, 2023

Today, we are excited to announce three launches that will help you enhance personalized customer experiences using Amazon Personalize and generative AI. Whether you’re looking for a managed solution or build your own, you can use these new capabilities to power your journey. We are excited to launch LangChain integration.

Generative AI 115

Generative AI Artificial Inteligence AWS Sport 115

AWS Machine Learning - AI

JULY 29, 2024

In Part 3 , we demonstrate how business analysts and citizen data scientists can create machine learning (ML) models, without code, in Amazon SageMaker Canvas and deploy trained models for integration with Salesforce Einstein Studio to create powerful business applications.

Generative AI 109

Generative AI Artificial Inteligence Applications AWS 109

CIO

AUGUST 15, 2024

Generative AI has been hyped so much over the past two years that observers see an inevitable course correction ahead — one that should prompt CIOs to rethink their gen AI strategies. Operating profit gains from AI doubled to nearly 5% between 2022 and 2023, with the figure expected to reach 10% by 2025, she adds.

Technical Review 214

Technical Review Generative AI Fractional CTO Artificial Inteligence 214

CIO

APRIL 2, 2025

AI consulting: A definition AI consulting involves advising on, designing and implementing artificial intelligence solutions. The spectrum is broad, ranging from process automation using machine learning models to setting up chatbots and performing complex analyses using deep learning methods.

Artificial Inteligence 120

Artificial Inteligence Technical Advisors Artificial Intelligence Automotive 120

AWS Machine Learning - AI

MARCH 27, 2025

This includes management, data transfer, encryption, network usage, and potential differences in price per million token per model. As AI and machine learning capabilities continue to evolve, finding the right balance between security controls and innovation enablement will remain a key challenge for organizations.

Artificial Inteligence 99

Artificial Inteligence AWS Technical Review Policies 99

AWS Machine Learning - AI

APRIL 11, 2024

Looking back at AWS re:Invent 2023 , Jensen Huang, founder and CEO of NVIDIA, chatted with AWS CEO Adam Selipsky on stage, discussing how NVIDIA and AWS are working together to enable millions of developers to access powerful technologies needed to rapidly innovate with generative AI.

Generative AI 111

Generative AI AWS Artificial Inteligence Innovation 111

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. Putting Amazon Q Business into action We started our journey in building this sales assistant before Amazon Q Business was available as a fully managed service.

AWS 87

AWS Generative AI Technical Review Artificial Inteligence 87

AWS Machine Learning - AI

NOVEMBER 26, 2023

In this post, we talk about how generative AI is changing the conversational AI industry by providing new customer and bot builder experiences, and the new features in Amazon Lex that take advantage of these advances.

Generative AI 112

Generative AI Artificial Inteligence Training AWS 112

AWS Machine Learning - AI

MARCH 3, 2025

Increasingly, organizations across industries are turning to generative AI foundation models (FMs) to enhance their applications. Amazon SageMaker HyperPod recipes At re:Invent 2024, we announced the general availability of Amazon SageMaker HyperPod recipes. Stay tuned!

Artificial Inteligence 78

Artificial Inteligence Generative AI AWS Training 78

AWS Machine Learning - AI

AUGUST 26, 2024

Our field organization includes customer-facing teams (account managers, solutions architects, specialists) and internal support functions (sales operations). Prospecting, opportunity progression, and customer engagement present exciting opportunities to utilize generative AI, using historical data, to drive efficiency and effectiveness.

Generative AI 114

Generative AI AWS Artificial Inteligence Technical Review 114

Xebia

DECEMBER 14, 2023

Product Management Consultant Rutger de Wijs shares his view on why and how AI can be leveraged by Product Managers to increase the value of their products. At the beginning of my career (in the 2010s), I worked at an advertising tech startup as a BI Manager. Earlier I mentioned Spotify.

Product Management 130

Product Management Training Course Agile 130

AWS Machine Learning - AI

JANUARY 4, 2024

Generative AI has opened up a lot of potential in the field of AI. We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. We also learned architecture patterns from basic prompt engineering to fine-tuning and RAG.

Generative AI 132

Generative AI Artificial Inteligence Enterprise Data 132

AWS Machine Learning - AI

NOVEMBER 27, 2024

Launching a machine learning (ML) training cluster with Amazon SageMaker training jobs is a seamless process that begins with a straightforward API call, AWS Command Line Interface (AWS CLI) command, or AWS SDK interaction. About the Authors Kanwaljit Khurmi is a Principal Worldwide Generative AI Solutions Architect at AWS.

Training 96

Training Artificial Inteligence AWS Machine Learning 96

AWS Machine Learning - AI

AUGUST 21, 2024

Amazon DataZone makes it straightforward for engineers, data scientists, product managers, analysts, and business users to access data throughout an organization so they can discover, use, and collaborate to derive data-driven insights. His knowledge ranges from application architecture to big data, analytics, and machine learning.

Artificial Inteligence 106

Artificial Inteligence Machine Learning Government Software Review 106

CIO

MAY 13, 2024

IBM is betting big on its toolkit for monitoring generative AI and machine learning models, dubbed watsonx.governance , to take on rivals and position the offering as a top AI governance product, according to a senior executive at IBM. An enterprise/production tier is slated for future availability.

Artificial Inteligence 183

Artificial Inteligence Generative AI Artificial Intelligence Government 183

AWS Machine Learning - AI

SEPTEMBER 4, 2024

Amazon SageMaker , a fully managed service to build, train, and deploy machine learning (ML) models, has seen increased adoption to customize and deploy FMs that power generative AI applications. One of the key features that enables operational excellence around model management is the Model Registry.

Generative AI 93

Generative AI Artificial Inteligence Applications AWS 93

AWS Machine Learning - AI

MARCH 14, 2025

These challenges make it difficult for organizations to maintain consistent quality standards across their AI applications, particularly for generative AI outputs. With a strong background in AI/ML, Ishan specializes in building Generative AI solutions that drive business value. Adewale Akinfaderin is a Sr.

Knowledge Base 85

Knowledge Base Applications Artificial Inteligence Generative AI 85

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Generative AI and large language models (LLMs) offer new possibilities, although some businesses might hesitate due to concerns about consistency and adherence to company guidelines. The personalized content is built using generative AI by following human guidance and provided sources of truth.

Generative AI 109

Generative AI Artificial Inteligence Fractional CTO Guidelines 109

AWS Machine Learning - AI

SEPTEMBER 20, 2024

Customers like Deriv were successfully able to reduce new employee onboarding time by up to 45% and overall recruiting efforts by as much as 50% by making generative AI available to all of their employees in a safe way. Employees will have a consistent experience wherever they choose to interact with the generative AI assistant.

Generative AI 93

Generative AI Artificial Inteligence Knowledge Base AWS 93

AWS Machine Learning - AI

AUGUST 14, 2024

Users such as support engineers, project managers, and product managers need to be able to ask questions about an incident or a customer, or get answers from knowledge articles in order to provide excellent customer support. Additionally, you need to hire and staff a large team to build, maintain, and manage such a system.

Generative AI 105

Generative AI Artificial Inteligence AWS Technical Review 105

AWS Machine Learning - AI

DECEMBER 14, 2023

Amazon SageMaker Studio offers a broad set of fully managed integrated development environments (IDEs) for machine learning (ML) development, including JupyterLab, Code Editor based on Code-OSS (Visual Studio Code Open Source), and RStudio. This results in a quicker, more stable, and responsive coding experience.

Generative AI 112

Generative AI Tools Artificial Inteligence Software Review 112

AWS Machine Learning - AI

APRIL 21, 2025

As an enthusiastic Generative AI advocate, he enjoys exploring AI infrastructure and LLM application development. Hao Huang is an Applied Scientist at the AWS Generative AI Innovation Center. His expertise lies in generative AI, computer vision, and trustworthy AI. Guang Yang , Ph.D.

Artificial Inteligence 59

Artificial Inteligence Groups Applications Innovation 59

AWS Machine Learning - AI

AUGUST 22, 2024

Amazon Q Business is a conversational assistant powered by generative artificial intelligence (AI) that enhances workforce productivity by answering questions and completing tasks based on information in your enterprise systems, which each user is authorized to access.

Generative AI 116

Generative AI Applications Enterprise AWS 116

CIO

JANUARY 24, 2025

In bps case, the multiple generations of IT hardware and software have been made even more complex by the scope and variety of the companys operations, from oil exploration to electric vehicle (EV) charging machines to the ordinary office activities of a corporation. This refactoring helps to set the base for digital transformation.

Applications 88

Applications Energy Open Source Artificial Inteligence 88

AWS Machine Learning - AI

OCTOBER 31, 2024

Performing an intelligent search on emails with co-workers can help you find answers to questions, improving productivity and enhancing the overall customer experience for the organization. Amazon Q Business is a fully managed, generative AI-powered assistant designed to enhance enterprise operations.

AWS 106

AWS Generative AI Groups Applications 106

CIO

JULY 2, 2024

Software incorporating observability technology, enabled by generative AI, allows an error message to be visually traced back to its source along with recommended steps to address the cause. Easy access to constant improvement is another AI growth benefit. This is highly unproductive, Orr says.

Artificial Inteligence 215

Artificial Inteligence Software Review Technical Advisors Technical Review 215

AWS Machine Learning - AI

APRIL 30, 2024

We use an example of a generative AI employee assistant built with Amazon Q Business, demonstrate how to set it up to only respond using enterprise content that each employee has permissions to access, and show how employees are able to converse securely and privately with this assistant.

Generative AI 116

Generative AI AWS Enterprise Authentication 116