CIO

MARCH 18, 2025

Information risk management is no longer a checkpoint at the end of development but must be woven throughout the entire software delivery lifecycle. The evolution of risk management Modern information security requires thinking like a trusted advisor rather than a checkpoint guardian. The how: Building secure digital products 1.

Software Review 148

Software Review Technical Advisors Technical Review Systems Review 148

CIO

NOVEMBER 21, 2024

For instance, CIOs in industries like financial services need to monitor how competitors leverage AI for fraud detection or offer personalized services to inform their IT strategies. These metrics might include operational cost savings, improved system reliability, or enhanced scalability.

Strategy 183

Strategy Technical Advisors Agile Culture 183

CIO

JUNE 24, 2024

Without the right cloud architecture, enterprises can be crushed under a mass of operational disruption that impedes their digital transformation. What’s getting in the way of transformation journeys for enterprises? This isn’t a matter of demonstrating greater organizational resilience or patience.

Architecture 164

Architecture Innovation Enterprise Cloud 164

AWS Machine Learning - AI

MARCH 4, 2025

To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. The solution incorporates the following key features: Using a Retrieval Augmented Generation (RAG) architecture, the system generates a context-aware detailed assessment.

Generative AI 99

Generative AI Technical Review Software Review Systems Review 99

AWS Machine Learning - AI

MARCH 13, 2025

This post will discuss agentic AI driven architecture and ways of implementing. In synchronous orchestration, just like in traditional process automation, a supervisor agent orchestrates the multi-agent collaboration, maintaining a high-level view of the entire process while actively directing the flow of information and tasks.

Artificial Inteligence 90

Artificial Inteligence Lambda Travel Generative AI 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

AWS Machine Learning - AI

DECEMBER 23, 2024

In a world where decisions are increasingly data-driven, the integrity and reliability of information are paramount. Capturing complex human queries with graphs Human questions are inherently complex, often requiring the connection of multiple pieces of information.

Generative AI 121

Generative AI Artificial Inteligence AWS Knowledge Base 121

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we explore how to deploy distilled versions of DeepSeek-R1 with Amazon Bedrock Custom Model Import, making them accessible to organizations looking to use state-of-the-art AI capabilities within the secure and scalable AWS infrastructure at an effective cost. For more information, see Create a service role for model import.

Generative AI 123

Generative AI Artificial Inteligence AWS Technical Review 123

AWS Machine Learning - AI

NOVEMBER 15, 2024

This wealth of content provides an opportunity to streamline access to information in a compliant and responsible way. Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

Cloudera

JANUARY 7, 2025

Leveraging Clouderas hybrid architecture, the organization optimized operational efficiency for diverse workloads, providing secure and compliant operations across jurisdictions while improving response times for public health initiatives. Scalability: Choose platforms that can dynamically scale to meet fluctuating workload demands.

Cloud 82

Cloud Data Scalability Compliance 82

AWS Machine Learning - AI

OCTOBER 29, 2024

These meetings often involve exchanging information and discussing actions that one or more parties must take after the session. We walk through the key components and services needed to build the end-to-end architecture, offering example code snippets and explanations for each critical element that help achieve the core functionality.

Generative AI 105

Generative AI Video Engineering Artificial Inteligence 105

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. 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.

Knowledge Base 122

Knowledge Base Scalability Applications Generative AI 122

AWS Machine Learning - AI

MARCH 20, 2025

In a world whereaccording to Gartner over 80% of enterprise data is unstructured, enterprises need a better way to extract meaningful information to fuel innovation. With Amazon Bedrock Data Automation, enterprises can accelerate AI adoption and develop solutions that are secure, scalable, and responsible.

Data 105

Data Generative AI Artificial Inteligence Compliance 105

AWS Machine Learning - AI

NOVEMBER 7, 2024

Some applications may need to access data with personal identifiable information (PII) while others may rely on noncritical data. Additionally, they can implement custom logic to retrieve information about previous sessions, the state of the interaction, and information specific to the end user.

Generative AI 106

Generative AI AWS Enterprise Artificial Inteligence 106

O'Reilly Media - Ideas

JANUARY 14, 2025

Interest in Data Lake architectures rose 59%, while the much older Data Warehouse held steady, with a 0.3% In our skill taxonomy, Data Lake includes Data Lakehouse , a data storage architecture that combines features of data lakes and data warehouses.) Usage of material about Software Architecture rose 5.5%

Trends 130

Trends Technology Security Artificial Inteligence 130

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

AWS Machine Learning - AI

OCTOBER 31, 2024

By implementing this architectural pattern, organizations that use Google Workspace can empower their workforce to access groundbreaking AI solutions powered by Amazon Web Services (AWS) and make informed decisions without leaving their collaboration tool. In the following sections, we explain how to deploy this architecture.

Generative AI 117

Generative AI Lambda Applications AWS 117

Openxcell

JANUARY 20, 2025

The inner transformer architecture comprises a bunch of neural networks in the form of an encoder and a decoder. It allows users to build their own custom Q&A system that understands the words in relation to the sentence to provide more relevant and contextually accurate information.

Artificial Inteligence 105

Artificial Inteligence Tools Open Source Architecture 105

CIO

NOVEMBER 1, 2024

One of the world’s largest risk advisors and insurance brokers launched a digital transformation five years ago to better enable its clients to navigate the political, social, and economic waves rising in the digital information age. I want to provide an easy and secure outlet that’s genuinely production-ready and scalable.

Generative AI 183

Generative AI Technical Advisors Insurance Weak Development Team 183

AWS Machine Learning - AI

MAY 30, 2024

To serve their customers, Vitech maintains a repository of information that includes product documentation (user guides, standard operating procedures, runbooks), which is currently scattered across multiple internal platforms (for example, Confluence sites and SharePoint folders). The following diagram shows the solution architecture.

Artificial Inteligence 122

Artificial Inteligence Technical Review Development Team Review Software Review 122

CIO

MARCH 31, 2025

This ensures data privacy, security, and compliance with national laws, particularly concerning sensitive information. VMware Private AI Foundation brings together industry-leading scalable NVIDIA and ecosystem applications for AI, and can be customized to meet local demands.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

TechCrunch

FEBRUARY 3, 2022

Automakers keen to sell vehicles loaded with features and software services — in a bid to generate more revenue — have an information overload challenge. A wave of startups have cropped up over the past several years to manage these critical information flows. The crux is that they all must work in concert. .

Software 211

Software Automotive Architecture Hardware 211

AWS Machine Learning - AI

MARCH 14, 2025

Whether processing invoices, updating customer records, or managing human resource (HR) documents, these workflows often require employees to manually transfer information between different systems a process thats time-consuming, error-prone, and difficult to scale. The following diagram illustrates the solution architecture.

AWS 125

AWS Generative AI Linux Groups 125

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we evaluate different generative AI operating model architectures that could be adopted. Generative AI architecture components Before diving deeper into the common operating model patterns, this section provides a brief overview of a few components and AWS services used in the featured architectures.

Generative AI 80

Generative AI Organization Enterprise Artificial Inteligence 80

AWS Machine Learning - AI

MARCH 20, 2025

Manual processes and fragmented information sources can create bottlenecks and slow decision-making, limiting teams from focusing on higher-value work. The chat agent bridges complex information systems and user-friendly communication. This streamlined process enhances productivity and customer interactions across the organization.

Generative AI 101

Generative AI Systems Review System Lambda 101

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 114

Generative AI AWS Artificial Inteligence Applications 114

CIO

SEPTEMBER 26, 2024

To make accurate, data-driven decisions, businesses need to feed LLMs with proprietary information, but this risks exposing sensitive data to unauthorized parties. Dell Technologies takes this a step further with a scalable and modular architecture that lets enterprises customize a range of GenAI-powered digital assistants.

Enterprise 195

Enterprise Artificial Inteligence Scalability Compliance 195

CIO

JANUARY 1, 2025

When first informed of the acquisition, he wasnt even sure if the CIO role of the merged company would go to him or the CIO in GECAS. Koletzki would use the move to upgrade the IT environment from a small data room to something more scalable. It meant I didnt have to build my own architecture, he says.

Strategy 152

Strategy Azure Technical Review Systems Review 152

AWS Machine Learning - AI

NOVEMBER 1, 2024

Without a scalable approach to controlling costs, organizations risk unbudgeted usage and cost overruns. This scalable, programmatic approach eliminates inefficient manual processes, reduces the risk of excess spending, and ensures that critical applications receive priority. However, there are considerations to keep in mind.

Generative AI 132

Generative AI AWS Artificial Inteligence Budget 132

AWS Machine Learning - AI

OCTOBER 16, 2024

With a growing library of long-form video content, DPG Media recognizes the importance of efficiently managing and enhancing video metadata such as actor information, genre, summary of episodes, the mood of the video, and more. Word information lost (WIL) – This metric quantifies the amount of information lost due to transcription errors.

Media 110

Media Video Artificial Inteligence Generative AI 110

CIO

NOVEMBER 1, 2024

One of the world’s largest risk advisors and insurance brokers launched a digital transformation five years ago to better enable its clients to navigate the political, social, and economic waves rising in the digital information age. I want to provide an easy and secure outlet that’s genuinely production-ready and scalable.

Generative AI 158

Generative AI Technical Advisors Insurance Weak Development Team 158

TechCrunch

NOVEMBER 16, 2021

A recent report from The Information detailed that a quarter of Sequoia’s new investments this year were made in blockchain startups. Sequoia first backed StarkWare back in 2018, though this is the first time leading a round for the startup. “We’ve settled over $200 billion and settled over 50 million transactions.”

Blockchain 247

Blockchain Network Scalability Architecture 247

AWS Machine Learning - AI

APRIL 1, 2025

This AI-driven approach is particularly valuable in cloud development, where developers need to orchestrate multiple services while maintaining security, scalability, and cost-efficiency. Lets create an architecture that uses Amazon Bedrock Agents with a custom action group to call your internal API.

AWS 116

AWS Software Review Knowledge Base Artificial Inteligence 116

CIO

MARCH 11, 2025

These providers operate within strict compliance boundaries, enabling organizations to host sensitive data in-country while leveraging robust encryption, zero-trust architectures, and continuous monitoring and auditing capabilities. VMware Sovereign Cloud Providers design their systemswith security at their core.

Disaster Recovery 114

Disaster Recovery Data Compliance Cloud 114

CIO

MARCH 26, 2025

For Kopal Raj, India CIO and VP IT of WABTEC, the motto is preventing the breach of sensitive information. Saloni Vijay places major importance on balancing innovation and stability by prioritizing iterative improvements and focusing on scalability and resilience. Namrita prioritizes agility as a virtue.

CTO Coach 88

CTO Coach Technical Advisors IoT Sustainability 88

AWS Machine Learning - AI

SEPTEMBER 26, 2024

To accelerate iteration and innovation in this field, sufficient computing resources and a scalable platform are essential. In this post, we share an ML infrastructure architecture that uses SageMaker HyperPod to support research team innovation in video generation.

Case Study 112

Case Study Video Training Scalability 112

AWS Machine Learning - AI

MARCH 7, 2025

Verisk (Nasdaq: VRSK) is a leading strategic data analytics and technology partner to the global insurance industry, empowering clients to strengthen operating efficiency, improve underwriting and claims outcomes, combat fraud, and make informed decisions about global risks. The following diagram illustrates the solution architecture.

Generative AI 82

Generative AI Technical Review Insurance Policies 82