AWS Machine Learning - AI

NOVEMBER 6, 2024

However, Cloud Center of Excellence (CCoE) teams often can be perceived as bottlenecks to organizational transformation due to limited resources and overwhelming demand for their support. Manually reviewing each request across multiple business units wasn’t sustainable. Steven has been AWS Professionally certified for over 8 years.

Generative AI 114

Generative AI Government Technical Review Innovation 114

Martin Fowler

MARCH 5, 2019

In my recent client engagement, I foresaw that serverless architecture was a perfect fit. The idea of adopting serverless architecture, though, didn’t fly to our client well due to the fear of vendor lock-in. This formula is correct when we are looking at it only from a technical perspective.

Technical Review 42

Technical Review Serverless Systems Review Retail 42

AWS Machine Learning - AI

DECEMBER 4, 2024

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. The following diagram illustrates the conceptual architecture of an AI assistant with Amazon Bedrock IDE.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

AWS Machine Learning - AI

NOVEMBER 22, 2024

Reduced time and effort in testing and deploying AI workflows with SDK APIs and serverless infrastructure. Thomson Reuters transforms the way professionals work by delivering innovative tech and GenAI powered by trusted expertise and industry-leading insights. “The After running your flow, choose Show trace to analyze the interaction.

Generative AI 122

Generative AI Artificial Inteligence Knowledge Base AWS 122

AWS Machine Learning - AI

APRIL 30, 2025

With advancement in AI technology, the time is right to address such complexities with large language models (LLMs). FloQasts AI-powered solution uses advanced machine learning (ML) and natural language commands, enabling accounting teams to automate reconciliation with high accuracy and minimal technical setup.

Artificial Inteligence 105

Artificial Inteligence Technical Review Software Review Generative AI 105

AWS Machine Learning - AI

APRIL 9, 2025

For example, consider a text summarization AI assistant intended for academic research and literature review. For instance, consider a customer service AI assistant that handles three types of tasks: technical support, billing support, and pre-sale support. Such queries could be effectively handled by a simple, lower-cost model.

Artificial Inteligence 129

Artificial Inteligence Generative AI AWS Applications 129

AWS Machine Learning - AI

JANUARY 22, 2025

Keystroke logging produces a dataset that can be programmatically parsed, making it possible to review the activity in these sessions for anomalies, quickly and at scale. Video recordings cant be easily parsed like log files, requiring security team members to playback the recordings to review the actions performed in them.

Generative AI 111

Generative AI Video Analysis Technical Review 111

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. TL;DR We’ve built an automated, serverless system on Google Cloud Platform where: Users upload images to a Google Cloud Storage Bucket.

Serverless 130

Serverless Generative AI Google Cloud Technical Review 130

AWS Machine Learning - AI

DECEMBER 11, 2024

In the same spirit of using generative AI to equip our sales teams to most effectively meet customer needs, this post reviews how weve delivered an internally-facing conversational sales assistant using Amazon Q Business. Not only that, but our sales teams devise action plans that they otherwise might have missed without AI assistance.

AWS 109

AWS Generative AI Technical Review Artificial Inteligence 109

AWS Machine Learning - AI

NOVEMBER 6, 2024

The solution we explore consists of two main components: a Python application for the UI and an AWS deployment architecture for hosting and serving the application securely. The AWS deployment architecture makes sure the Python application is hosted and accessible from the internet to authenticated users. See the README.md

Generative AI 119

Generative AI AWS Artificial Inteligence Applications 119

AWS Machine Learning - AI

APRIL 23, 2025

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due to factors like limited metadata and inconsistent labeling. The following diagram illustrates the solution architecture. To address these challenges, a U.S.

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

AWS Machine Learning - AI

FEBRUARY 11, 2025

In this new era of emerging AI technologies, we have the opportunity to build AI-powered assistants tailored to specific business requirements. Solution overview The following architecture diagram represents the high-level design of a solution proven effective in production environments for AWS Support Engineering.

Knowledge Base 102

Knowledge Base Lambda Enterprise AWS 102

TechCrunch

OCTOBER 4, 2021

IaC can be used for any type of cloud workload or architecture, but it is a necessity for anyone building on the modern cloud. This is especially true for modern cloud architectures such as serverless applications, containerized applications running Kubernetes, AI/ML and more. The concerns of the past are now obsolete.

Software Review 247

Software Review Infrastructure DevOps Data Center 247

CIO

MAY 8, 2024

Of late, innovative data integration tools are revolutionising how organisations approach data management, unlocking new opportunities for growth, efficiency, and strategic decision-making by leveraging technical advancements in Artificial Intelligence, Machine Learning, and Natural Language Processing. billion by 2025.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

Netlify

JULY 19, 2021

The Jamstack ecosystem is brimming with serverless data layer options. Let’s review some key components of Jamstack architecture. Allow the browser to access or process data at runtime using APIs — this could be client-side calls, serverless functions, your own backend, or a third-party service.

Technical Review 135

Technical Review Serverless Enterprise Software Review 135

AWS Machine Learning - AI

MARCH 20, 2025

Generative AI-powered agents for automated workflows Amazon Bedrock in SageMaker Unified Studio allows you to create and deploy generative AI agents that integrate with organizational applications, databases, and third-party systems, enabling natural language interactions across the entire technology stack. List recent customer interactions.

Generative AI 116

Generative AI Systems Review System Lambda 116

AWS Machine Learning - AI

NOVEMBER 7, 2024

API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

Palo Alto Networks

OCTOBER 22, 2024

However, with the rapid adoption of cloud technologies comes an equally swift evolution of cybersecurity threats. Emerging Cloud-Native Threats Cloud-native environments, such as those using Docker and Kubernetes, are particularly attractive to attackers due to their complexity and potential for automation.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

AWS Machine Learning - AI

JUNE 5, 2024

The accuracy of Skyflow’s technical content is paramount to earning and keeping customer trust. Although new features were released every other week, documentation for the features took an average of 3 weeks to complete, including drafting, review, and publication. The following diagram illustrates their content creation workflow.

Technical Review 126

Technical Review Artificial Inteligence Generative AI Systems Review 126

AWS Machine Learning - AI

APRIL 22, 2025

Some of the challenges in capturing and accessing event knowledge include: Knowledge from events and workshops is often lost due to inadequate capture methods, with traditional note-taking being incomplete and subjective. A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing.

Media 82

Media Knowledge Base AWS Systems Review 82

Confluent

FEBRUARY 27, 2019

With serverless being all the rage, it brings with it a tidal change of innovation. or invest in a vendor-agnostic layer like the serverless framework ? or invest in a vendor-agnostic layer like the serverless framework ? What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

Serverless 109

Serverless Lambda AWS Systems Review 109

AWS Machine Learning - AI

APRIL 3, 2024

In this post, we show how to build a contextual text and image search engine for product recommendations using the Amazon Titan Multimodal Embeddings model , available in Amazon Bedrock , with Amazon OpenSearch Serverless. The following diagram illustrates the solution architecture. Review and prepare the dataset.

Serverless 135

Serverless Artificial Inteligence Engineering Generative AI 135

Xebia

MAY 21, 2024

For customers to take advantage of this, meet the demands of modern technology, and maintain a competitive edge in the market, the need to modernize IT infrastructure and applications is paramount. This, of course, takes into consideration the organization’s strategy, business and technical goals, security, and compliance requirements.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. Together, we are poised to transform the landscape of AI-driven technology and create unprecedented value for our clients.

Generative AI 92

Generative AI Artificial Inteligence Metrics AWS 92

AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. The following diagram shows our solution architecture.

Generative AI 123

Generative AI Virtualization Technical Advisors AWS 123

AWS Machine Learning - AI

MAY 30, 2024

Alternatively, open-source technologies like Langchain can be used to orchestrate the end-to-end flow. In this blog, we walkthrough the architectural components, evaluation criteria for the components selected by Vitech and the process flow of user interaction within VitechIQ. The following diagram shows the solution architecture.

Artificial Inteligence 131

Artificial Inteligence Technical Review Development Team Review Software Review 131

CIO

JANUARY 10, 2024

Refactor your applications to take advantage of web services or serverless capabilities, and re-architect your infrastructure to optimize resource usage,” he says. We also use Microsoft Power BI, a customer experience platform to survey customers, and we review support tickets to determine where any problems may lie,” he says. “We

Cloud 187

Cloud Technical Review CTO Coach Fractional CTO 187

AWS Machine Learning - AI

MAY 17, 2024

In this blog post, you will learn about prompt chaining, how to break a complex task into multiple tasks to use prompt chaining with an LLM in a specific order, and how to involve a human to review the response generated by the LLM. For most reviews, the system auto-generates a reply using an LLM.

Generative AI 137

Generative AI Artificial Inteligence Systems Review Software Review 137

Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions.

Serverless 68

Serverless Azure AWS Architecture 68

AWS Machine Learning - AI

JANUARY 29, 2025

An operating model defines the organizational design, core processes, technologies, roles and responsibilities, governance structures, and financial models that drive a businesss operations. In this post, we evaluate different generative AI operating model architectures that could be adopted.

Generative AI 98

Generative AI Organization Enterprise Artificial Inteligence 98

AWS Machine Learning - AI

OCTOBER 1, 2024

At Amazon and AWS, we are always finding innovative ways to build inclusive technology. Chatbots are no longer a niche technology. We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. Solution overview The following diagram illustrates the architecture of the solution.

Serverless 91

Serverless Artificial Inteligence AWS Software Review 91

AWS Machine Learning - AI

NOVEMBER 22, 2023

In this post, we explore building a contextual chatbot for financial services organizations using a RAG architecture with the Llama 2 foundation model and the Hugging Face GPTJ-6B-FP16 embeddings model, both available in SageMaker JumpStart. An OpenSearch Serverless collection. Store the document embedding in OpenSearch Serverless.

Artificial Inteligence 124

Artificial Inteligence Serverless Engineering Machine Learning 124

Datavail

AUGUST 4, 2021

The AWS Auto Scaling feature lets you define rules to automatically adjust your capacity, so the system never goes down due to heavy demand. Before executing any cloud migration, organizations need to perform due diligence and develop a clear strategy. Refactoring applications by changing their architecture for the cloud.

AWS 98

AWS Technical Review Analytics Development Team Review 98

AWS Machine Learning - AI

MAY 31, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using the Amazon Web Services (AWS) tools without having to manage infrastructure. The following diagram depicts a high-level RAG architecture.

Knowledge Base 131

Knowledge Base Artificial Inteligence AWS Serverless 131

CIO

JULY 26, 2022

The PGA of America is building a world-class resort with multiple golf courses and retail shops near Dallas, due to be complete next year. Many of these next-generation projects are on track due to the organization’s decision to go all-in to the public cloud well before the pandemic hit. It’s a sweet deal for them.”.

CTO Coach 147

CTO Coach Technical Review Cloud Nonprofit 147

Mobilunity

APRIL 22, 2025

As businesses increasingly adopt cloud technologies and automation, traditional operational models are being reimagined. Shifting the responsibility to automation technologies, the entire app lifecycle of NoOps, including deployment, scaling, and maintenance, is managed through automated pipelines and self-regulating systems.

DevOps 40

DevOps Software Review Development Team Review Technical Review 40

CIO

NOVEMBER 29, 2023

The cost of migrating is simply too high, says Sid Nag, VP of cloud services and technology at Gartner. that make migration to another platform difficult due to the complexity of recreating all of that on a new platform. Architectural lock-in is when the application relies on multiple managed services from the cloud provider.

Cloud 187

Cloud Technical Review Software Review Systems Review 187