CIO

JANUARY 15, 2025

In a global economy where innovators increasingly win big, too many enterprises are stymied by legacy application systems. Maintaining, updating, and patching old systems is a complex challenge that increases the risk of operational downtime and security lapse.

Generative AI 187

Generative AI Applications Artificial Inteligence Azure 187

AWS Machine Learning - AI

OCTOBER 29, 2024

To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. This post guides you through implementing a queue management system that automatically monitors available job slots and submits new jobs as slots become available.

Scalability 105

Scalability Lambda Generative AI AWS 105

Dzone - DevOps

APRIL 9, 2025

In modern cloud-native application development, scalability, efficiency, and flexibility are paramount. As organizations increasingly migrate their workloads to the cloud, architects are embracing innovative technologies and design patterns to meet the growing demands of their systems.

Serverless 52

Serverless Scalability Architecture Cloud 52

CIO

FEBRUARY 4, 2025

This surge is driven by the rapid expansion of cloud computing and artificial intelligence, both of which are reshaping industries and enabling unprecedented scalability and innovation. Capital One built Cloud Custodian initially to address the issue of dev/test systems left running with little utilization. Neglecting motivation.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

CIO

MARCH 26, 2025

IT leaders often worry that if they touch legacy systems, they could break them in ways that lead to catastrophic problems just as touching the high-voltage third rail on a subway line could kill you. Thats why, like it or not, legacy system modernization is a challenge the typical organization must face sooner or later.

Backup 181

Backup Weak Development Team Applications System 181

CIO

DECEMBER 30, 2024

Smaller models, on the other hand, are more tailored, allowing businesses to create AI systems that are precise, efficient, robust, and built around their unique needs, he adds. Reasoning also helps us use AI as more of a decision support system, he adds. Multi-agent systems Sure, AI agents are interesting.

Fractional CTO 212

Fractional CTO Software Development CTO Coach Architecture 212

CIO

JANUARY 7, 2025

In todays fast-paced digital landscape, the cloud has emerged as a cornerstone of modern business infrastructure, offering unparalleled scalability, agility, and cost-efficiency. Technology modernization strategy : Evaluate the overall IT landscape through the lens of enterprise architecture and assess IT applications through a 7R framework.

Cloud 147

Cloud Strategy Architecture Policies 147

CIO

NOVEMBER 22, 2024

Unfortunately, despite hard-earned lessons around what works and what doesn’t, pressure-tested reference architectures for gen AI — what IT executives want most — remain few and far between, she said. It’s time for them to actually relook at their existing enterprise architecture for data and AI,” Guan said. “A

Airlines 204

Airlines LAN Generative AI Travel 204

CIO

MARCH 20, 2025

AI practitioners and industry leaders discussed these trends, shared best practices, and provided real-world use cases during EXLs recent virtual event, AI in Action: Driving the Shift to Scalable AI. And its modular architecture distributes tasks across multiple agents in parallel, increasing the speed and scalability of migrations.

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

CIO

DECEMBER 5, 2024

However, a significant challenge persists: harmonizing data systems to fully harness the power of AI. According to a recent Salesforce study, 62% of large enterprises are not well-positioned to achieve this harmony, with 80% grappling with data silos and 72% facing the complexities of overly interdependent systems.

Enterprise 158

Enterprise Data Insurance Business Intelligence 158

CIO

APRIL 16, 2025

Jenga builder: Enterprise architects piece together both reusable and replaceable components and solutions enabling responsive (adaptable, resilient) architectures that accelerate time-to-market without disrupting other components or the architecture overall (e.g. compromising quality, structure, integrity, goals).

Technical Review 78

Technical Review Enterprise Strategy Innovation 78

Luis Goncalves

APRIL 11, 2025

While launching a startup is difficult, successfully scaling requires an entirely different skillset, strategy framework, and operational systems. This isn’t merely about hiring more salespeopleit’s about creating scalable systems efficiently converting prospects into customers. Keep all three in mind while scaling.

Weak Development Team 165

Weak Development Team Technical Review Sustainability Systems Review 165

CIO

NOVEMBER 27, 2024

With the right systems in place, businesses could exponentially increase their productivity. With data existing in a variety of architectures and forms, it can be impossible to discern which resources are the best for fueling GenAI. Not only that, but giving GenAI access to any data sources also opens up incredible governance risks.

Data 147

Data How To Government Architecture 147

Dzone - DevOps

MARCH 26, 2025

Leveraging Kafkas distributed architecture ensures high scalability, rapid event processing, and improved system resilience. This integration is particularly beneficial in IT operations, where it streamlines automated incident response, reducing reliance on manual intervention.

How To 92

How To Scalability Architecture Resources 92

CIO

NOVEMBER 21, 2024

Similarly, Voice AI in call centers, integrated with back-office systems, improves customer support through real-time solutions. These metrics might include operational cost savings, improved system reliability, or enhanced scalability. Now, he focuses on strategic business technology strategy through architectural excellence.

Strategy 183

Strategy Technical Advisors Agile Culture 183

Xebia

APRIL 15, 2025

Scalable Onboarding: Easing New Members into a Scala Codebase Piotr Zawia-Niedwiecki In this talk, Piotr Zawia-Niedwiecki, a senior AI engineer, shares insights from his experience onboarding over ten university graduates, focusing on the challenges and strategies to make the transition smoother. Real-world projects can feel intimidating.

Architecture 130

Architecture Study Strategy Course 130

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? Imagine not only being able to preserve existing systems but using them to lever digital transformation.

Architecture 164

Architecture Innovation Enterprise Cloud 164

CIO

APRIL 2, 2025

And third, systems consolidation and modernization focuses on building a cloud-based, scalable infrastructure for integration speed, security, flexibility, and growth. Its a bridging strategy to build our AI capacity during a heavy systems consolidation effort. How does democratization fit into your strategy?

Innovation 152

Innovation ChatGPT Education Coaching 152

Crunchbase News

JANUARY 31, 2025

For investors, the opportunity lies in looking beyond buzzwords and focusing on companies that deliver practical, scalable solutions to real-world problems. RAG is reshaping scalability and cost efficiency Daniel Marcous of April RAG, or retrieval-augmented generation, is emerging as a game-changer in AI.

Healthcare 104

Healthcare Scalability Artificial Intelligence Artificial Inteligence 104

AWS Machine Learning - AI

MARCH 20, 2025

Companies of all sizes face mounting pressure to operate efficiently as they manage growing volumes of data, systems, and customer interactions. The chat agent bridges complex information systems and user-friendly communication. In the system prompt section, add the following prompt.

Generative AI 93

Generative AI Systems Review System Lambda 93

CIO

DECEMBER 30, 2024

AI-powered threat detection systems will play a vital role in identifying and mitigating risks in real time, while zero-trust architectures will become the norm to ensure stringent access controls. Emerging technologies like 5G, blockchain, and quantum computing will see increased investment in the region in the coming years.

Trends 158

Trends Innovation IoT Disaster Recovery 158

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 92

Generative AI Technical Review Software Review Systems Review 92

Dzone - DevOps

APRIL 9, 2025

When combined with the transformative capabilities of artificial intelligence (AI) and machine learning (ML), serverless architectures become a powerhouse for creating intelligent, scalable, and cost-efficient solutions. By abstracting the complexities of infrastructure, AWS enables teams to focus on innovation.

Serverless 52

Serverless Artificial Inteligence Scalability AWS 52

Palo Alto Networks

OCTOBER 21, 2024

Protecting industrial setups, especially those with legacy systems, distributed operations, and remote workforces, requires an innovative approach that prioritizes both uptime and safety. Generative AI enhances the user experience with a natural language interface, making the system more intuitive and intelligent.

Compliance 109

Compliance Virtualization Conference Generative AI 109

CIO

FEBRUARY 25, 2025

CIOs who bring real credibility to the conversation understand that AI is an output of a well architected, well managed, scalable set of data platforms, an operating model, and a governance model. CIOs have shared that in every meeting, people are enamored with AI and gen AI. Cybersecurity is also a huge focus for many organizations.

Technical Review 190

Technical Review Artificial Inteligence How To Recruiting 190

CIO

MARCH 31, 2025

Sovereign AI refers to a national or regional effort to develop and control artificial intelligence (AI) systems, independent of the large non-EU foreign private tech platforms that currently dominate the field. Ensuring that AI systems are transparent, accountable, and aligned with national laws is a key priority.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

CIO

MARCH 26, 2025

He says, My role evolved beyond IT when leadership recognized that platform scalability, AI-driven matchmaking, personalized recommendations, and data-driven insights were crucial for business success. A high-performing database architecture can significantly improve user retention and lead generation.

Real Estate 155

Real Estate Leadership Study Technology 155

Dzone - DevOps

DECEMBER 31, 2024

Microservices architecture offers benefits such as scalability, agility, and maintainability, making it ideal for building robust applications. Spring Boot, as the preferred framework for developing microservices, provides various mechanisms to simplify integration with different systems.

Microservices 86

Microservices Scalability Agile Architecture 86

AWS Machine Learning - AI

MARCH 13, 2025

This post will discuss agentic AI driven architecture and ways of implementing. Alternatively, asynchronous choreography follows an event-driven pattern where agents operate autonomously, triggered by events or state changes in the system.

Artificial Inteligence 84

Artificial Inteligence Lambda Travel Generative AI 84

CIO

JANUARY 1, 2025

You have to make decisions on your systems as early as possible, and not go down the route of paralysis by analysis, he says. Koletzki would use the move to upgrade the IT environment from a small data room to something more scalable. A GECAS Oracle ERP system was upgraded and now runs in Azure, managed by a third-party Oracle partner.

Strategy 152

Strategy Azure Technical Review Systems Review 152

Xebia

FEBRUARY 23, 2025

A data catalog is like a library management system in which data sets and data products are books and employees are library patrons. A library management system helps library patrons find and check out books. And data.world ([link] a company that we are particularly interested in because of their knowledge graph architecture.

Trends 130

Trends Data Artificial Inteligence Weak Development Team 130

TechCrunch

JANUARY 9, 2023

Today, Microsoft confirmed the acquisition but not the purchase price, saying that it plans to use Fungible’s tech and team to deliver “multiple DPU solutions, network innovation and hardware systems advancements.”

Azure 282

Azure Data Center Data Storage 282

Hacker Earth Developers Blog

OCTOBER 24, 2023

System design interviews are becoming increasingly popular, and important, as the digital systems we work with become more complex. The term ‘system’ here refers to any set of interdependent modules that work together for a common purpose. Uber, Instagram, and Twitter (now X) are all examples of ‘systems’.

System Design 147

System Design System Recruiting Scalability 147

CIO

MARCH 5, 2025

To answer this, we need to look at the major shifts reshaping the workplace and the network architectures that support it. The Foundation of the Caf-Like Branch: Zero-Trust Architecture At the heart of the caf-like branch is a technological evolution thats been years in the makingzero-trust security architecture.

WAN 103

WAN IoT Network Architecture 103

Perficient

NOVEMBER 17, 2024

A significant share of this critical data resides in SAP systems , which is why so many business have invested i SAP Datasphere. SAP Datasphere is a comprehensive data service that enables seamless access to mission-critical business data across SAP and non-SAP systems. What is SAP Datasphere? What is Databricks?

Artificial Inteligence 59

Artificial Inteligence Machine Learning Architecture Analytics 59

AWS Machine Learning - AI

APRIL 9, 2025

For instance, consider an AI-driven legal document analysis system designed for businesses of varying sizes, offering two primary subscription tiers: Basic and Pro. It also allows for a flexible and modular design, where new LLMs can be quickly plugged into or swapped out from a UI component without disrupting the overall system.

Artificial Inteligence 108

Artificial Inteligence Generative AI AWS Applications 108

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.

Generative AI 125

Generative AI AWS Artificial Inteligence Budget 125