AWS Machine Learning - AI

APRIL 9, 2025

For example, consider a text summarization AI assistant intended for academic research and literature review. Software-as-a-service (SaaS) applications with tenant tiering SaaS applications are often architected to provide different pricing and experiences to a spectrum of customer profiles, referred to as tiers.

Artificial Inteligence 123

Artificial Inteligence Generative AI AWS Applications 123

CIO

JANUARY 7, 2025

Key considerations for cloud strategy and modernization The what: The executive leadership team of business and IT together need to evaluate business needs and their current business challenges, global footprint and current technology landscape and define the companys Northstar, (aka, the what, the vision).

Cloud 147

Cloud Strategy Architecture Policies 147

CIO

OCTOBER 17, 2024

This rapid adoption, while driving innovation, has also led to overloaded IT architectures that are fast and automated but often fragile and complex. As Robert Blumofe, chief technology officer at Akamai Technologies, told The Wall Street Journal recently, “The goal is not to solve the business problem. The goal is to adopt AI.”

Technical Review 162

Technical Review Systems Review Software Review Disaster Recovery 162

CIO

SEPTEMBER 14, 2023

At Discover® Financial Services, our customers and their trust are key drivers of our technological decisions. With this in mind, we embarked on a digital transformation that enables us to better meet customer needs now and in the future by adopting a lightweight, microservices architecture.

Architecture 158

Architecture Technical Review Microservices Engineering 158

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.

Generative AI 106

Generative AI Government Technical Review Innovation 106

CIO

JULY 2, 2024

Imagine navigating a rapidly changing landscape, where technology seems to evolve at the speed of light and the pressure to keep up is relentless — this is the reality for today’s CIO. Future proofing technology investments has become a critical imperative for organizations seeking to maintain their competitive edge.

Technical Review 167

Technical Review Innovation Technology Systems Review 167

AWS Machine Learning - AI

NOVEMBER 19, 2024

Organizations possess extensive repositories of digital documents and data that may remain underutilized due to their unstructured and dispersed nature. Solution overview This section outlines the architecture designed for an email support system using generative AI. Refer to the GitHub repository for deployment instructions.

Knowledge Base 100

Knowledge Base Generative AI Technical Review Lambda 100

Cloudera

JANUARY 21, 2022

This blog will summarise the security architecture of a CDP Private Cloud Base cluster. The architecture reflects the four pillars of security engineering best practice, Perimeter, Data, Access and Visibility. System metadata is reviewed and updated regularly. Security Architecture Improvements. Logical Architecture.

Architecture 112

Architecture Data Authentication Policies 112

AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. For instructions on how to start your Amazon Bedrock batch inference job, refer to Enhance call center efficiency using batch inference for transcript summarization with Amazon Bedrock. Choose Submit.

Scalability 121

Scalability Lambda Generative AI AWS 121

TechCrunch

JANUARY 19, 2022

The startup’s rail vehicle architecture aims to solve a few problems: carbon emissions in freight, supply chain constraints of trucking and limits of railway freight. Until the startup gets a legacy railroad partner on board, it won’t be able to see if its tech can handle real-world operations. In the U.S., In the U.S.,

Engineering 305

Engineering Transportation Technical Review Systems Review 305

AWS Machine Learning - AI

JANUARY 29, 2025

DeepSeek AI , a research company focused on advancing AI technology, has emerged as a significant contributor to this ecosystem. DeepSeek-R1 distilled variations From the foundation of DeepSeek-R1, DeepSeek AI has created a series of distilled models based on both Metas Llama and Qwen architectures, ranging from 1.570 billion parameters.

Generative AI 128

Generative AI Artificial Inteligence AWS Technical Review 128

Erik Bernhardsson

DECEMBER 12, 2023

When possible, refer all matters to committees for “further study and consideration” Attempt to make committees as large as possible — never less than five. Refer back to matters decided upon at the last meeting and attempt to re-open the question of the advisability of that decision. What are some things you can do?

Software Review 277

Software Review Weak Development Team Software Technical Advisors 277

AWS Machine Learning - AI

AUGUST 21, 2024

Customer reviews can reveal customer experiences with a product and serve as an invaluable source of information to the product teams. By continually monitoring these reviews over time, businesses can recognize changes in customer perceptions and uncover areas of improvement.

Technical Review 125

Technical Review Software Review Systems Review Lambda 125

Dzone - DevOps

APRIL 24, 2023

The Integration Architecture guiding principles are guidelines to increase the consistency and quality of technology decision-making for the integration solutions. They describe the big picture of the enterprise within the context of its technology intent and impact on the organization.

Architecture 94

Architecture Technical Review Guidelines Government 94

Henrik Warne

JUNE 19, 2022

The author is an Assistant Professor in Software Engineering at the Delft University of Technology. The academic background shows in that there are plenty of references to relevant research (something I also liked with Code Complete ). This chapter uses the example of converting Roman numerals to integers to show how TDD works.

Software Review 224

Software Review Testing Systems Review Technical Review 224

Xebia

JUNE 3, 2021

Talking about the added value of applying Agile Architecture in your organization, we see fewer and fewer “IT architects” in organizations. Do we need Agile Architects or do we need to do Agile Architecture? In fact, nowadays, Architecture has shifted from a job title to a role. Is that because we do not need Architects anymore?

Architecture 130

Architecture Agile Organization Technical Review 130

Martin Fowler

OCTOBER 20, 2022

Pretty much all the practitioners I favor in Software Architecture are deeply suspicious of any kind of general law in the field. Good software architecture is very context-specific, analyzing trade-offs that resolve differently across a wide range of environments. We often see how inattention to the law can twist system architectures.

Technical Advisors 276

Technical Advisors Software Review Architecture Journal 276

Xebia

OCTOBER 23, 2024

Region Evacuation with DNS Approach: Our third post discussed deploying web server infrastructure across multiple regions and reviewed the DNS regional evacuation approach using AWS Route 53. In the following sections we will review this step-by-step region evacuation example. Find the detailed guide here. Explore the details here.

AWS 130

AWS Network Software Review Lambda 130

AWS Machine Learning - AI

MARCH 27, 2025

You should review and adapt this example to your organizations specific needs and security requirements before implementing it in a production environment. Refer to the following considerations related to AWS Control Tower upgrades from 2.x Review the configuration and choose Enable control. If youre using a version less than 3.x

Artificial Inteligence 111

Artificial Inteligence AWS Technical Review Policies 111

CIO

OCTOBER 24, 2024

If this is one aspect of the future of AI, what will be the implications for technology leaders? But then, Jesch is no ordinary CIO — he is the ‘chief investment officer’ at DWS, not the same kind of CIO that acronym usually refers to! Analyst estimates of IT and tech spend outside of the CIO/CTO budgets range from 40-45 -to 60%.

Artificial Inteligence 197

Artificial Inteligence Artificial Intelligence Technical Review Software Review 197

OTS Solutions

JUNE 6, 2022

The approach of implementing remote server access via the internet to store, manage, and process healthcare data is referred to as cloud computing for the healthcare industry. This type of architecture also gives agencies like Medicare more flexibility when it comes to future investments. annual growth rate. 6: Protects from Disasters.

Healthcare 208

Healthcare Technical Review Industry Cloud 208

AWS Machine Learning - AI

NOVEMBER 6, 2024

Amazon maintains the flexibility for model customization while simplifying the process, making it straightforward for developers to use cutting-edge generative AI technologies in their applications. From space, the planet appears rusty orange due to its sandy deserts and red rock formations.

Software Review 115

Software Review Artificial Inteligence Generative AI AWS 115

AWS Machine Learning - AI

APRIL 10, 2025

Model customization refers to adapting a pre-trained language model to better fit specific tasks, domains, or datasets. On the Review and create page, review the settings and choose Create Knowledge Base. The following diagram illustrates the solution architecture. Choose Next.

Case Study 115

Case Study Artificial Inteligence Study Generative AI 115

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 99

AWS Generative AI Technical Review Artificial Inteligence 99

TechCrunch

NOVEMBER 9, 2021

It has also attracted what Kim says is more than 1 million users since its March launch, from “five-person startups to the largest global tech companies.” So I joined to help him with companies, doing due diligence, getting deep into the stories of companies and their financials and their data.

Technical Review 138

Technical Review Systems Review Real Estate Engineering 138

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 108

Generative AI Video Analysis Technical Review 108

AWS Machine Learning - AI

OCTOBER 16, 2024

The project focused solely on audio processing due to its cost-efficiency and faster processing time. The general architecture of the metadata pipeline consists of two primary steps: Generate transcriptions of audio tracks: use speech recognition models to generate accurate transcripts of the audio content.

Media 115

Media Video Artificial Inteligence Generative AI 115

AWS Machine Learning - AI

MARCH 3, 2025

Response latency refers to the time between the user finishing their speech and beginning to hear the AI assistants response. This latency can vary considerably due to geographic distance between users and cloud services, as well as the diverse quality of internet connectivity. Next, create a subnet inside each Local Zone.

AWS 76

AWS Artificial Inteligence Technical Review Systems Review 76

AWS Machine Learning - AI

APRIL 16, 2025

Businesses are increasingly seeking domain-adapted and specialized foundation models (FMs) to meet specific needs in areas such as document summarization, industry-specific adaptations, and technical code generation and advisory. The following diagram is the solution architecture.

Artificial Inteligence 89

Artificial Inteligence Generative AI AWS Storage 89

CIO

JANUARY 5, 2023

The market for technology talent has been white hot over the past year. The four of us had a wide-ranging conversation about the broader environment and how it’s affecting the role of technology leaders. The four of us had a wide-ranging conversation about the broader environment and how it’s affecting the role of technology leaders.

Technical Review 189

Technical Review Development Team Review Systems Review Software Review 189

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 90

Knowledge Base Lambda Enterprise AWS 90

OTS Solutions

DECEMBER 4, 2023

Private cloud architecture is an increasingly popular approach to cloud computing that offers organizations greater control, security, and customization over their cloud infrastructure. What is Private Cloud Architecture? Why is Private Cloud Architecture important for Businesses?

Architecture 130

Architecture Cloud Disaster Recovery Scalability 130

Cloudera

OCTOBER 7, 2021

Within the context of a data mesh architecture, I will present industry settings / use cases where the particular architecture is relevant and highlight the business value that it delivers against business and technology areas. Introduction to the Data Mesh Architecture and its Required Capabilities.

Architecture 124

Architecture Data Security Technical Review 124

AWS Machine Learning - AI

JANUARY 13, 2025

As enterprises continue to grow their applications, environments, and infrastructure, it has become difficult to keep pace with technology trends, best practices, and programming standards. For more on MuleSofts journey to cloud computing, refer to Why a Cloud Operating Model? Deleting a web experience is irreversible.

Generative AI 101

Generative AI AWS Innovation Knowledge Base 101

AWS Machine Learning - AI

OCTOBER 17, 2024

Evidence mapping that references the original transcript for each sentence in the AI-generated notes. Architecture diagram In the architecture diagram we present for this demo, two user workflows are shown. Transcript segmentation into relevant sections such as subjective, objective, assessment, and plan.

AWS 109

AWS Artificial Inteligence Generative AI Machine Learning 109

AWS Machine Learning - AI

NOVEMBER 7, 2024

Shared components refer to the functionality and features shared by all tenants. You can also bring your own customized models and deploy them to Amazon Bedrock for supported architectures. A centralized service that exposes APIs for common prompt-chaining architectures to your tenants can accelerate development.

Generative AI 111

Generative AI AWS Enterprise Artificial Inteligence 111

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 121

Technical Review Artificial Inteligence Generative AI Systems Review 121