CIO

OCTOBER 30, 2024

The path to achieving AI at scale is paved with myriad challenges: data quality and availability, deployment, and integration with existing systems among them. Another challenge here stems from the existing architecture within these organizations. Building a strong, modern, foundation But what goes into a modern data architecture?

Enterprise 209

Enterprise Artificial Inteligence Architecture Artificial Intelligence 209

CIO

JANUARY 14, 2025

In todays digital-first economy, enterprise architecture must also evolve from a control function to an enablement platform. This transformation requires a fundamental shift in how we approach technology delivery moving from project-based thinking to product-oriented architecture. The stakes have never been higher.

Technical Review 179

Technical Review Enterprise Technology Architecture 179

CIO

APRIL 23, 2025

Many still rely on legacy platforms , such as on-premises warehouses or siloed data systems. These environments often consist of multiple disconnected systems, each managing distinct functions policy administration, claims processing, billing and customer relationship management all generating exponentially growing data as businesses scale.

Insurance 164

Insurance Artificial Inteligence Data Architecture 164

CIO

FEBRUARY 11, 2025

Technology leaders in the financial services sector constantly struggle with the daily challenges of balancing cost, performance, and security the constant demand for high availability means that even a minor system outage could lead to significant financial and reputational losses. Architecture complexity. Legacy infrastructure.

Serverless 155

Serverless Architecture Microservices Scalability 155

Tenable

DECEMBER 5, 2024

It’s the way you must approach access to your network, systems and assets. It calls for viewing trust as a vulnerability instead and calls for removing the notion of trust from digital systems. 4, NIST released the draft Guidance for Implementing Zero Trust Architecture for public comment. All the time.

Architecture 69

Architecture Off-The-Shelf Network IoT 69

CIO

FEBRUARY 4, 2025

Capital One built Cloud Custodian initially to address the issue of dev/test systems left running with little utilization. The result was a compromised availability architecture. Architects must combine functional requirements with multiple other long-term requirements to build sustainable systems. Neglecting motivation.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

CIO

APRIL 3, 2025

AI disruption requires securing AI systems while leveraging them for threat detection amid regulatory shifts. In doing so, they safeguard user interests and foster transparency, ultimately building systems that command sustained trust. people, process, technology) to build trustworthy systems? What does it take (wrt.

System 97

System Government Policies Sustainability 97

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

DECEMBER 2, 2024

Rather than discuss “legacy systems,” talk about “revenue bottlenecks,” and replace “technical debt” with “innovation capacity.” For example: Direct costs (principal): “We’re spending 30% more on maintaining outdated systems than our competitors.” So this is the conversation starter that will get the boardroom’s attention.

How To 205

How To Budget Metrics Innovation 205

Hacker Earth Developers Blog

APRIL 16, 2025

Today, when code is produced quickly through AI, the true value lies in designing, refining, and optimizing systems. Our role now goes beyond writing code; we must also ensure that our systems remain efficient and reliable. AI-generated code can sometimes be verbose or lack the architectural discipline required for complex systems.

Software 130

Software Architecture System Design System Architecture 130

CIO

APRIL 15, 2025

Merchants had to navigate complex toll systems imposed by regional rulers, much as cloud providers impose egress fees that make it costly to move data between platforms. However, as companies expand their operations and adopt multi-cloud architectures, they are faced with an invisible but powerful challenge: Data gravity.

Strategy 164

Strategy Cloud Data Technical Review 164

CIO

NOVEMBER 19, 2024

The data is spread out across your different storage systems, and you don’t know what is where. This means that the infrastructure needs to provide seamless data mobility and management across these systems. How NetApp supports AI workloads today Today, NetApp is a recognized leader in AI infrastructure.

Artificial Inteligence 174

Artificial Inteligence Engineering Data Storage 174

CIO

APRIL 30, 2025

Cloud architects are responsible for managing the cloud computing architecture in an organization, especially as cloud technologies grow increasingly complex. At organizations that have already completed their cloud adoption, cloud architects help maintain, oversee, troubleshoot, and optimize cloud architecture over time.

Cloud 163

Cloud AWS Azure Disaster Recovery 163

CIO

NOVEMBER 25, 2024

Allegis had been using a legacy on-premises ERP system called Eclipse for about 15 years, which Shannon says met the business needs well but had limitations. Allegis had been using Eclipse for 10 years, when the system was acquired by Epicor, and Allegis began exploring migrating to a cloud-based ERP system.

Systems Review 197

Systems Review Technical Review System Analytics 197

CIO

OCTOBER 29, 2024

At a time when technology innovation cycles are getting shorter, we will struggle to keep pace if we have to navigate around legacy systems that act as barriers to speed and agility. Over time the speed and agility barriers associated with the ERP spread to other systems as they, in turn, formed an expanding wave of technical debt.

Technology 166

Technology Operating System Agile Hardware 166

CIO

FEBRUARY 4, 2025

And we gave each silo its own system of record to optimize how each group works, but also complicates any future for connecting the enterprise. They were new products, interfaces, and architectures to do the same thing we always did. Lets revisit our current reality of powering each silo with its own system of record.

Business Transformation 216

Business Transformation Artificial Inteligence Enterprise Artificial Intelligence 216

CIO

DECEMBER 3, 2024

Generally speaking, a healthy application and data architecture is at the heart of successful modernisation. Only three employees were left to maintain the IT system and run the company’s core processes at the time. On top of that, there is a shortage of skilled workers capable of dealing with this degree of complexity.

Industry 183

Industry AWS Banking Agile 183

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

NOVEMBER 26, 2024

CEOs and CIOs appear to have conflicting views of the readiness of their organizations’ IT systems, with a large majority of chief executives worried about them being outdated, according to a report from IT services provider Kyndryl. In tech, every tool, software, or system eventually becomes outdated,” he adds.

Infrastructure 199

Infrastructure Technical Review Systems Review Survey 199

CIO

JANUARY 9, 2025

What began with chatbots and simple automation tools is developing into something far more powerful AI systems that are deeply integrated into software architectures and influence everything from backend processes to user interfaces. Customer service systems: Users can describe their issues in detail. An overview.

Artificial Inteligence 192

Artificial Inteligence Software Review Software Enterprise 192

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

NOVEMBER 26, 2024

Legacy systems and technical debt Barrier: Legacy systems, often deeply embedded in an organization’s operations, pose a significant challenge to IT modernization. These outdated systems are not only costly to maintain but also hinder the integration of new technologies, agility, and business value delivery.

Weak Development Team 183

Weak Development Team Compliance Culture Budget 183

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

Dzone - DevOps

MAY 1, 2025

As retrieval-augmented generation (RAG) applications and real-time AI systems are becoming the norm, any glitch in a data pipeline can lead to stale insights, suboptimal model performance, and inflated infrastructure costs. Heres how each element contributes to building data systems that truly last.

System 52

System Data Artificial Inteligence Machine Learning 52

CIO

APRIL 21, 2025

The impact of agentic AI on enterprise architecture, interoperability, platforms, and SaaS has yet to be fully scoped, but the changes will be fundamental. IT is critical to every aspect of a business units performance, says Alan Thorogood from MITs Center for Information Systems Research.

Technology 155

Technology How To Artificial Inteligence Generative AI 155

CIO

JANUARY 30, 2025

The evolution of cloud-first strategies, real-time integration and AI-driven automation has set a new benchmark for data systems and heightened concerns over data privacy, regulatory compliance and ethical AI governance demand advanced solutions that are both robust and adaptive.

Scalability 169

Scalability Government Trends Artificial Inteligence 169

CIO

APRIL 30, 2025

What were seeing is a shift from automation to autonomy from AI that helps with a task, to agentic AI that can make decisions, trigger actions, and coordinate across systems. IT should think like a systems designer, not a tech shopper. That raises the bar not just for technical execution, but for oversight, orchestration, and trust.

System Design 78

System Design Technical Advisors System How To 78

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

CIO

NOVEMBER 7, 2024

With deep technical expertise, architects can navigate complex systems, platforms, and infrastructures. The future of leadership is architecturally driven As the demands of technology continue to reshape the business landscape, organizations must rethink their approach to leadership.

Fractional CTO 179

Fractional CTO Enterprise Leadership Weak Development Team 179

CIO

JANUARY 13, 2025

Theyre actively investing in innovation while proactively leveraging the cloud to manage technical debt by providing the tools, platforms, and strategies to modernize outdated systems and streamline operations. He advises beginning the new year by revisiting the organizations entire architecture and standards.

Technical Advisors 210

Technical Advisors Disaster Recovery Generative AI Innovation 210

Xebia

APRIL 17, 2025

It is an open-source framework designed to streamline the development of multi-agent systems while offering precise control over agent behavior and orchestration. Native Multi-Agent Architecture: Build scalable applications by composing specialized agents in a hierarchy.

Google Cloud 223

Google Cloud Artificial Inteligence Cloud Video 223