Ai Challenges

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.

Southeast Asia's enterprise AI push hits a familiar wall: data, talent, and integration debt

SEA enterprises are accelerating AI investment, but legacy infrastructure, talent gaps, and ERP friction continue to stall real deployment.

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

86% of C-suites are raising AI budgets, yet only 32% report sustained impact. Prompt injection, shadow AI, and data gaps explain why.

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.

AI cost reality bites: Uber, Starbucks, and the enterprise ROI reckoning

Uber burned its entire 2026 AI budget in four months. Starbucks scrapped its AI inventory system after nine months. Enterprise operators are now demanding proof

Healthcare AI shifts from admin tasks to care transformation, virtual care growth stalls on finances

Health systems pour more into AI than other industries but focus it on admin work. Virtual care use rises even as digital services lose money.

Enterprise AI moves from pilot to production in 2026, but gaps in governance and talent persist

Two major 2026 AI surveys show enterprise adoption accelerating fast, while governance, talent, and operational readiness struggle to keep pace.

Enterprise AI adoption shifts from pilot projects to core business strategy

Most enterprise AI pilots never scale. Here's what separates organizations that reach production from those stuck in perpetual experimentation.

Intel Announces New AI Innovations at Computex — Chip to Rackscale AI Solutions Delivered to Customers with the Help of Strategic Industry Partners

Today at Computex 2026, Intel unveiled new innovations that address customers' chip-to-systems-level AI needs with solutions tailored to address their specific industry challenges.

A Practical Guide to Modern AI Architecture, Workflow-First Thinking, and Scalable Business Value

Artificial intelligence has already moved beyond the hype cycle and into the day-to-day reality of business operations. Companies across industries are rushing to integrate AI into their workflows, but many are running into the same challenge: it’s relatively easy to build something that works in a demo, and much harder to make it reliable…

Hiring Rewired: Human Intelligence in the AI-Driven Job Market

As artificial intelligence continues to reshape recruiting—from resume screening and job descriptions to candidate sourcing and interview workflows—the hiring process has become faster, more automated, and increasingly complex. According to the World Economic Forum, approximately 88% of companies now use some form of AI to filter or rank job applications, signaling how deeply embedded automation…

Europe’s Fiber Future: Trends, Standards, and Market Shifts

In this episode of Wavelengths, the Amphenol Broadband Solutions podcast, host Daniel Litwin connects with Carsten Engelke, Director of Technology at ANGA, to deliver a comprehensive primer on the European fiber market as it undergoes a major transformation ahead of ANGA COM 2026. As Europe accelerates its fiber-first strategies, operators, vendors, and policymakers…

Workforce, Housing, and Growth: How Applied Digital Is Revitalizing a Rural Town Through AI Infrastructure

As AI infrastructure spreads beyond tech hubs and into America’s heartland, companies face a new imperative: not just to build facilities—but to build trust, local partnerships, and long-term value for the communities that host them. In Ellendale, North Dakota, Applied Digital’s Polaris Forge 1 campus has become a case study in what rural revitalization…

AI Meets Access: Powering Smarter Systems with Mobile Credentials

As the security integration industry contends with rapid technological advancement and increasing business complexity, many integrators are looking for the tools, training, and guidance to keep pace. At the center of this evolution is AI—transforming not just the products integrators deploy but also the way they operate their businesses. Meanwhile, the shift to mobile…

Mentorship, Training, and Culture Shifts to Boost Workforce Development in the Security Sector

The security industry is facing a moment of transformation. Amid rapid technological shifts and workforce challenges, companies are realizing that talent — recruiting it, developing it, and retaining it — is now central to long-term success. At the same time, long-overdue conversations around inclusion, representation, and culture are gaining momentum across the sector. Workforce…

Santa Claus Embraces Digital Transformation with Premio’s Rugged Edge Computing Solutions

Los Angeles, CA — December 18, 2024 Premio Inc., a global leader in rugged edge computing solutions, is thrilled to announce its pivotal role in the digital transformation of one of the world’s most iconic and demanding operations—Santa’s North Pole workshop. In a festive and educational holiday edition of the Rugged Edge Survival Guide, Premio’s…

AI-Powered Exit Technology Can Ease Checkouts, But Larger Stores May Grapple with Scalability Issues

In recent developments, Sam’s Club has initiated the deployment of AI-powered exit technology across more than 120 of its retail locations, aiming to enhance customer experience by significantly reducing wait times. This move emerges as a contrasting response to Amazon’s recent pullback from its Just Walk Out technology, which allowed customers to shop without…

AI is at an Investment Tipping Point. These Are the Three Main Trends Shaping AI Solutions Development.

The AI industry is facing both headwinds and tailwinds, and this state of uncertainty is best represented in investment numbers. Recent data published by the Stanford University Institute of Human-Centered Artificial Intelligence shows that while generative AI private investment is skyrocketing, overall global investment in AI solutions dipped for the second year in a row…

Roadmap into the Future of Intelligent Manufacturing: How Can Companies Navigate Automation and the Workforce?

As machine learning algorithms and robotics develop at breakneck speed, the manufacturing sector stands at the cusp of a transformative revolution. With robots advancing far beyond stationary machines, businesses can now navigate the future with the help of intelligent manufacturing. The integration of Artificial Intelligence (AI) and robotics is being seen as a necessity…

Revolutionizing Retail Safety and Production with Advancements in Security and Fire Safety – Part 2

Pavion Perspectives Episode 1 Part 2 continues the discussion centered on revolutionizing retail safety and production through advancements in security and fire safety. Host Michelle Dawn Mooney and her guests, Ralph DioGuardi, President of Firecom Inc., a Pavion company, and Jeff Storrs, General Manager of the Retail Security Group for Pavion, explore how retailers…

Cybersecurity Professionals Say They Lack Confidence in Stopping Breaches. Here’s What They Say is to Blame and How to Fix It.

Cybersecurity professionals are voicing concerns over their ability to actually perform cybersecurity. Exabeam’s recent survey of 500 IT professionals sheds light on just how strained they perceive their workloads, resources, and training to be. According to the report, many cybersecurity specialists feel under-resourced and unable to adequately carry out their duties as proactive cybersafety…

Setting Standards for Virtual Classrooms of the Future

96-student dvLED concave video walls feature a groundbreaking design for a unique learning environment at a World-Renowned University   Overview   Approached by McCann Systems for a world-renowned university, Peerless-AV® was tasked with installing (2) custom direct view LED (dvLED) video wall systems alongside Unilumin. In January 2019, the university wanted to create remote learning classroom…

Robotic Automation in American Manufacturing: Its Rise, Impact, and Value in the American Manufacturing Renaissance

Attention-grabbing headlines and political stump speeches keep indicating that America no longer makes anything. That’s actually not the case at all. Despite lots of transitions and evolutions in American manufacturing, the U.S. is still the number two manufacturer in the world in terms of output, second only to China. The industry is now seeing steady…