AWS Machine Learning - AI

NOVEMBER 15, 2024

As a leader in financial services, Principal wanted to make sure all data and responses adhered to strict risk management and responsible AI guidelines. The first data source connected was an Amazon Simple Storage Service (Amazon S3) bucket, where a 100-page RFP manual was uploaded for natural language querying by users.

Generative AI 111

Generative AI AWS Groups Artificial Inteligence 111

AWS Machine Learning - AI

JANUARY 13, 2025

The following diagram shows the reference architecture for various personas, including developers, support engineers, DevOps, and FinOps to connect with internal databases and the web using Amazon Q Business. Amazon Q Business uses supported connectors such as Confluence, Amazon Relational Database Service (Amazon RDS), and web crawlers.

Generative AI 88

Generative AI AWS Innovation Knowledge Base 88

AWS Machine Learning - AI

APRIL 18, 2024

With Amazon Bedrock, teams can input high-level architectural descriptions and use generative AI to generate a baseline configuration of Terraform scripts. AWS Landing Zone architecture in the context of cloud migration AWS Landing Zone can help you set up a secure, multi-account AWS environment based on AWS best practices.

AWS 116

AWS Applications Lambda Knowledge Base 116

AWS Machine Learning - AI

MARCH 20, 2025

Traditionally, documents from portals, email, or scans are stored in Amazon Simple Storage Service (Amazon S3) , requiring custom logic to split multi-document packages. This architecture enhances automated data processing, efficient retrieval, and seamless real-time access to insights.

Data 98

Data Generative AI Artificial Inteligence Compliance 98

CIO

AUGUST 25, 2022

This needs to be a multidimensional review: Computational requirements Storage requirements (local, remote, and backup) Voice communication requirements Video communication requirements Security requirements Special access requirements (e.g. Best Practice 4: Guidelines can be worth their weight in gold.

Backup 147

Backup Internet Guidelines Hardware 147

OTS Solutions

JUNE 21, 2023

In this article, we will explore the importance of security and compliance in enterprise applications and offer guidelines, best practices, and key features to ensure their protection. Also Read: Top 10 Frameworks for Developing Enterprise Applications Guidelines for Ensuring Security and Compliance in Enterprise Applications 1.

Compliance 246

Compliance Enterprise Applications Software Review 246

AWS Machine Learning - AI

APRIL 9, 2025

This architecture workflow includes the following steps: A user submits a question through a web or mobile application. For detailed implementation guidelines and examples of Intelligent Prompt Routing on Amazon Bedrock, see Reduce costs and latency with Amazon Bedrock Intelligent Prompt Routing and prompt caching. 70B and 8B.

Artificial Inteligence 99

Artificial Inteligence Generative AI AWS Applications 99

AWS Machine Learning - AI

MARCH 20, 2025

Moreover, Amazon Bedrock offers integration with other AWS services like Amazon SageMaker , which streamlines the deployment process, and its scalable architecture makes sure the solution can adapt to increasing call volumes effortlessly. This is powered by the web app portion of the architecture diagram (provided in the next section).

Generative AI 69

Generative AI Artificial Inteligence Metrics AWS 69

elsua: The Knowledge Management Blog

JUNE 4, 2008

Toolbox for IT Join Now / Sign In My Home Posts Connections Groups Blogs People Communities Vendors Messages Profile Achievements Journal Blog Bookmarks Account / E-mails Topics Business Intelligence C Languages CRM Database IT Management and Strategy Data Center Data Warehouse Emerging Technology and Trends Enterprise Architecture and EAI ERP Hardware (..)

Guidelines 55

Guidelines Social Wireless Linux 55

CIO

MARCH 24, 2023

Meant specifically to support self-service analytics, TrustCheck attaches guidelines and rules to data assets. Alation Alation is an enterprise data catalog that automatically indexes data by source. One of its key capabilities, TrustCheck, provides real-time “guardrails” to workflows.

Government 214

Government Data Technical Review Policies 214

AWS Machine Learning - AI

MARCH 7, 2025

In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline. Solution overview The policy documents reside in Amazon Simple Storage Service (Amazon S3) storage. The following diagram illustrates the solution architecture.

Generative AI 77

Generative AI Technical Review Insurance Policies 77

AWS Machine Learning - AI

MARCH 18, 2025

Text processing and contextualization The transcribed text is then fed into an LLM trained on various healthcare datasets, including medical literature, clinical guidelines, and deidentified patient records. They provide feedback, make necessary modifications, and enforce compliance with relevant guidelines and best practices.

Artificial Inteligence 96

Artificial Inteligence Technical Review Healthcare Systems Review 96

CIO

OCTOBER 1, 2024

With each passing day, new devices, systems and applications emerge, driving a relentless surge in demand for robust data storage solutions, efficient management systems and user-friendly front-end applications. Every organization follows some coding practices and guidelines.

Security 194

Security Software Review Artificial Intelligence Artificial Inteligence 194

elsua: The Knowledge Management Blog

JUNE 4, 2008

Toolbox for IT Join Now / Sign In My Home Posts Connections Groups Blogs People Communities Vendors Messages Profile Achievements Journal Blog Bookmarks Account / E-mails Topics Business Intelligence C Languages CRM Database IT Management and Strategy Data Center Data Warehouse Emerging Technology and Trends Enterprise Architecture and EAI ERP Hardware (..)

Guidelines 55

Guidelines Social Wireless Linux 55

CIO

JANUARY 31, 2024

Use more efficient processes and architectures Boris Gamazaychikov, senior manager of emissions reduction at SaaS provider Salesforce, recommends using specialized AI models to reduce the power needed to train them. “Is AWS also has models to reduce data processing and storage, and tools to “right size” infrastructure for AI application.

Sustainability 202

Sustainability Data Center Energy Artificial Intelligence 202

AWS Machine Learning - AI

JULY 11, 2024

This solution shows how Amazon Bedrock agents can be configured to accept cloud architecture diagrams, automatically analyze them, and generate Terraform or AWS CloudFormation templates. This will help accelerate deployments, reduce errors, and ensure adherence to security guidelines.

Software Review 121

Software Review Infrastructure Lambda Generative AI 121

Cloudera

JULY 29, 2024

Cloudera’s data-in-motion architecture is a comprehensive set of scalable, modular, re-composable capabilities that help organizations deliver smart automation and real-time data products with maximum efficiency while remaining agile to meet changing business needs. Before we go any further, let’s clarify what data in motion is.

Architecture 69

Architecture Enterprise Data Agile 69

AWS Machine Learning - AI

APRIL 10, 2025

In this post, we seek to address this growing need by offering clear, actionable guidelines and best practices on when to use each approach, helping you make informed decisions that align with your unique requirements and objectives. The following diagram illustrates the solution architecture.

Case Study 93

Case Study Artificial Inteligence Study Generative AI 93

CableLabs

SEPTEMBER 24, 2024

government has undertaken efforts to adopt a zero trust architecture strategy for security to protect critical data and infrastructure across federal systems. In recent years, the U.S. It has also urged critical infrastructure sectors — including the broadband industry — to implement zero trust concepts within their networks.

Industry 96

Industry Development Infrastructure Software Review 96

CTOvision

JUNE 12, 2014

We’ve migrated to a userid-password society; as we’ve added layers of security, we password-protect each layer: PC (and now device), network, enclave, application, database, and storage (encryption). Don’t use the same password for everything, because if the bad guys crack one, they own you.

Storage 99

Storage Mobile Network Authentication 99

CIO

MARCH 1, 2023

For businesses that rely on mainframe technology, it is important to ensure they are using security architecture that is both flexible and robust enough to keep up with the pace of innovation and surges in demand well into the future. To learn more, visit us here. Data and Information Security

Guidelines 109

Guidelines Architecture Government Cloud 109

Perficient

FEBRUARY 18, 2025

In addition to this, there are many legal considerations around data collection and storage practices, and so having defined guidelines and guardrails in place can prevent organizations from being exposed to a whole host of risks. This allows businesses to pick and choose best-in-class solutions rather than rely on one singular system.

Analytics 52

Analytics Scalability Fashion Guidelines 52

AWS Machine Learning - AI

OCTOBER 15, 2024

The uploaded files are stored in an Amazon Simple Storage Service (Amazon S3) bucket for later processing, retrieval, and analysis. The following diagram shows our solution architecture. Alternatively, you have the option to use Amazon S3 Website Hosting, which would further contribute to a serverless architecture.

Generative AI 113

Generative AI Virtualization Technical Advisors AWS 113

Xebia

FEBRUARY 27, 2023

This is a post about hexagonal architecture , an architectural pattern for building software. I’ll explain what hexagonal architecture is all about and what it has to do with cooking ravioli. In this type of software architecture, often compared with lasagne, you divide your code in a couple of layers or tiers.

Architecture 130

Architecture Testing Software Examples 130

Cloudera

AUGUST 9, 2022

The simple answer: the customer journey is evolving beyond single data clusters, single clouds, and simple infrastructures into robust, fault-tolerant architectures that can survive a failure event and keep the customer running. The CDP Disaster Recovery Reference Architecture. The importance of terminology and standards.

Disaster Recovery 78

Disaster Recovery Data Technical Review Architecture 78

Xebia

FEBRUARY 27, 2023

This is a post about hexagonal architecture , an architectural pattern for building software. I’ll explain what hexagonal architecture is all about and what it has to do with cooking ravioli. I do this by rewriting a Kotlin and Spring Boot application using a hexagonal architecture. Or maybe in some way it is.

Architecture 130

Architecture Testing Software Applications 130

AWS Machine Learning - AI

MAY 21, 2024

Organizations such as the Interactive Advertising Bureau (IAB) and the Global Alliance for Responsible Media (GARM) have developed comprehensive guidelines and frameworks for classifying the brand safety of content. and calculating a brand safety score. Amazon DynamoDB serves as the primary database for 20 Minutes articles.

Generative AI 119

Generative AI Artificial Inteligence AWS Advertising 119

AWS Machine Learning - AI

FEBRUARY 25, 2025

Solution overview Before we dive into the deployment process, lets walk through the key steps of the architecture as illustrated in the following figure. VPC and networking restrictions Flags non-compliant virtual private cloud (VPC) or subnet configurations (such as public subnets) and suggests security-compliant adjustments.

Lambda 61

Lambda Generative AI AWS Software Review 61

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 process of customers signing up and the solution creating personalized websites using human-curated assets and guidelines.

Generative AI 106

Generative AI Artificial Inteligence Fractional CTO Guidelines 106

Cloudera

OCTOBER 26, 2020

Cloudera and Dell/EMC are continuing our long and successful partnership of developing shared storage solutions for analytic workloads running in hybrid cloud. . We are excited this certification will ensure our customers best in class compute and storage solutions for years to come.” . Validation includes: Overall architecture.

Cloud 87

Cloud Quality Assurance Storage Analytics 87

AWS Machine Learning - AI

FEBRUARY 6, 2024

This solution relies on the AWS Well-Architected principles and guidelines to enable the control, security, and auditability requirements. The following diagram illustrates the solution architecture. Amazon SQS enables a fault-tolerant decoupled architecture. The user-friendly system also employs encryption for security.

Generative AI 114

Generative AI AWS Lambda Technical Review 114

AWS Machine Learning - AI

MARCH 5, 2025

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

Generative AI 73

Generative AI Systems Review Artificial Inteligence Software Review 73

Perficient

DECEMBER 28, 2023

At the heart of HCL Commerce lies its common architecture, a carefully crafted framework that ensures flexibility, scalability, and performance. In this blog, we’ll delve into the intricacies of HCL Commerce Common Architecture, breaking down each layer to provide a comprehensive understanding.

Architecture 52

Architecture B2C Applications Scalability 52

AWS Machine Learning - AI

JUNE 24, 2024

Data was stored in Amazon Simple Storage Solution (Amazon S3) and AWS Key Management Service (AWS KMS) was used for data protection. This allowed them to continuously update the guidelines for what constituted a high-quality descriptive label as they progressed through different categories.

Generative AI 96

Generative AI 3D Artificial Inteligence Film 96

AWS Machine Learning - AI

APRIL 23, 2024

However, to unlock the long-term success and viability of these AI-powered solutions, it is crucial to align them with well-established architectural principles. The AWS Well-Architected Framework provides best practices and guidelines for designing and operating reliable, secure, efficient, and cost-effective systems in the cloud.

Knowledge Base 116

Knowledge Base Scalability Applications Generative AI 116

Openxcell

JULY 25, 2023

Well, a web application architecture enables retrieving and presenting the desirable information you are looking for. Whether you are a seasoned developer, a creative designer, or a witty entrepreneur, understanding Web Application Architecture is paramount. And the importance of choosing the right architecture.

Architecture 52

Architecture Applications UI/UX Software Review 52

Xebia

OCTOBER 23, 2024

A typical scenario for ADF involves retrieving data from a database and storing it as files in an online blob storage, which applications can utilize downstream. We do this by: Making a split between what we want to do and how we want to do it: What we want to do: Move data from a data store to a storage container at a specific schedule.

Azure 130

Azure Software Review Technical Review Resources 130