Data Management In Ai

AI agents are breaking enterprise observability stacks built for human-scale query patterns

Continuous, round-the-clock AI agent traffic is exposing the limits of observability tools designed for human-paced workloads.

Enterprise AI's adoption gap: investment is up, but security, data, and accountability are lagging

86% of C-suites are boosting AI spend, yet only 32% report sustained impact—and new threats like prompt injection and shadow AI are compounding the gap.

Visibility at Scale: How Data, Telemetry, and IT Architecture Enable High-Performance Data Centers

As AI infrastructure scales at an unprecedented pace, the complexity of managing data center operations has shifted from purely physical challenges to deeply digital ones. Today’s facilities generate enormous volumes of telemetry, and industry estimates suggest hyperscale and AI data centers produce millions of data points per second. At that scale, visibility is no…

The Expanding Threat Surface: Why Cybersecurity Is No Longer Optional for SMBs

Cybersecurity is no longer a concern reserved for large enterprises—it has become a defining issue for businesses of every size. Over the past decade, the rapid rise of cloud computing, artificial intelligence, and cryptocurrency has fundamentally reshaped the threat landscape, lowering the barrier to entry for cybercriminals and expanding the range of viable targets….

Power, Pressure, and Precision: What It Takes to Keep AI Online 24/7

The rise of generative AI and large-scale model training has transformed data centers into high-intensity “AI factories,” where workloads are no longer predictable or gradual. Unlike traditional cloud environments, AI data centers generate highly volatile and fast-changing power loads. Research shows that large-scale AI workloads can trigger rapid, synchronized spikes and drops in electricity…

QumulusAI Provides A Clear Roadmap for Scaling AI Platforms to Thousands of Users

Scaling AI platforms can raise questions about how to expand across locations and support higher user volumes. Growth often requires deployments in multiple data centers and regions. Mazda Marvasti, the CEO of Amberd, says having a clear path to scale is what excites him most about the company’s current direction. He notes that expanding…

From Procurement to AI: Coupa’s London Stop Charts the Future of Business Agility

Coupa’s London World Tour stop highlighted how digital transformation is reshaping the intersection of procurement, finance, AI, and supply chain management. In an era where disruption is constant, the ability to integrate intelligence and agility across these domains is becoming a defining advantage for global enterprises. By fostering dialogue among industry leaders in an intimate…

Applied Digital Ellendale AI Data Center: January 2025 Update

The new year brings continued momentum at Applied Digital’s Ellendale AI Data Center, with key milestones reinforcing its role in next-generation AI infrastructure. Construction activities in the west chiller plant are nearing completion, finalizing critical cooling capabilities. Fiber and network rooms have been successfully powered on, enhancing the facility’s connectivity readiness. Electrical terminations are…

Applied Digital’s Ellendale AI Data Center August Update

As of August 2024, Applied Digital’s Ellendale AI Data Center in North Dakota is progressing well, as the latest video update highlights. The three-level facility spans 363,000 square feet and is engineered to support a 100MW IT load. The main level is dedicated to central utilities that provide robust infrastructure support, while the…

Smart Technologies Revolution: Edge Computing Ushers in a New Era of Predictive City Management

As cities across North America embrace smart technologies to improve urban living, standout initiatives like Virginia Beach’s flood resiliency program, highlighted in the recent IDC Smart Cities North America Awards, demonstrate the critical role of edge computing in environmental monitoring and disaster management. These technologies not only bolster emergency responses but also seamlessly integrate…