Engineering & Construction
Innovation on the jobsite: prefab, robotics, and project delivery.
All Articles
The Unsung Heroes of Data Centers: Industrial Control Panels
In the high-tech world of data centers—where petabytes of data flow every second and uptime is measured in milliseconds—there’s a quiet, powerful force working behind the scenes: industrial control panels. While servers and switches often steal the spotlight, control panels are the backbone that keeps the entire facility running safely, efficiently, and reliably. Powering the…
Liquid vs. Powder Coating: Which Finishing System is Right for Your Operation?
Liquid paint systems or Powder paint systems? When you’re looking to upgrade or automate your finishing system, the “Liquid vs. Powder” debate is usually the first hurdle. If you’re currently running manual lines for both, or considering a move from liquid to powder, the choice can feel like a trade-off between efficiency and flexibility. As…
Albers Testimonial
Virtually No Downtime Albers Finishing & Solutions is a family-owned and operated company in Cheney, Kansas. The company specializes in processing parts by liquid painting, plating or anodizing to solve their customers finishing needs. The company’s origins began with an opportunity to deliver finished pieces to a business partner, which meant they’d need a…
Prince Manufacturing Elevates Finishing with IntelliFinishing System
For more than five years, Prince Manufacturing – a maker of hydraulic cylinders, valves and pumps founded in 1941 and serving a wide variety of markets with four facilities across three states – has leveraged an IntelliFinishing fully automated liquid paint system to bring new efficiencies to its operation. This system helps Prince uphold the…
Load Trail’s Flexible Finishing System for Large Trailers
Load Trail installed an IntelliFinishing automated finishing system capable of finishing trailers up to 53’ long and up to 10,000 lbs. per carrier at their Sulphur Springs, Texas facility. After final weld, trailers are loaded immediately on a carrier within each of their nine weld lanes. The trailers are then conveyed forward at 56′ per…
Chainless Conveyor Motion
Overhead Friction-Driven Conveyor for Finishing IntelliFinishing automated, complete finishing systems features a cutting-edge conveyor that offers a superior alternative to traditional power & free systems—without the need for a chain. This friction-driven conveyor uses a spinning drive tube to propel the carrier. The trolley assembly’s wheels are angled, enabling the carrier to move forward or…
Smart Control Panels Are Powering the Backbone of AI!
The AI Boom Is Fueling Data Center Growth — And Smart Control Panels Are Powering the Backbone As artificial intelligence continues to revolutionize industries—from finance and healthcare to manufacturing and logistics—the demand for data processing power has exploded. At the heart of this digital transformation lies the modern data center: a complex, high-density environment that…
3 Core Benefits of Industrial Automation
The Ford Legacy: Why Industrial Automation Still Relies on Three Core Pillars When people ask about the benefits of industrial automation, the conversation often turns to the latest sensors, AI, or high-speed robotics. But to understand why we do what we do at Kasa Controls and Automation, you have to look back a century to…
IntelliFinishing Provides High-Level Automation for Hyster-Yale
Hyster-Yale is a world-renowned name in the forklift truck industry and has carved out a space as the United States’ leading manufacturer. Hyster-Yale forklift trucks are used around the globe by just about any industrial operation needing robust material handling, meaning the company needs solutions that help maintain a production capacity that satisfies that demand…
Discovering Flexibility and Quality with IntelliFinishing
Every industry, from Education to Security, seeks innovation that provides both quality and flexibility. But for some, especially custom shops that deal with varied products, this can be a challenge. However, one solution has emerged as a turning point in the market—IntelliFinishing. The New Definition of Flexibility IntelliFinishing provides a new level of customization that…
From Poverty to Pricing Power | Why Great Companies Undercharge
Casey Brown didn’t grow up thinking she would become an entrepreneur. She grew up in a blue-collar family where money was always tight — close enough to the edge that the fear of poverty shaped many of her early decisions. That fear led her into engineering, into corporate America, and eventually into a moment…
Power, Cooling, and Risk: What It Takes to Bring a 100MW AI Data Center Online
The industry knows how to build data centers. What it’s still figuring out is how to turn on AI factories at scale. With facilities now crossing 100 megawatts—far beyond the 5 to 10 megawatt norm of traditional builds—operators are no longer just validating equipment. They’re testing whether entire systems—power, cooling, controls, and the teams behind…
Why the Trades Need a Cultural Reset to Attract and Retain the Next Generation
The skilled trades are at a critical crossroads. According to an August 2025 report from the Institute for Women’s Policy Research (IWPR), the number of women working in construction and extraction occupations rose to 366,360 in 2024, the highest level ever recorded. Yet despite that growth, women still account for only about 4.3% of construction…
Standards, Identity, and Legacy: Leadership Lessons from the All Blacks and Other Elite Teams with James Kerr
Dynasties are rare. Most teams rise, win for a season, and fade. A superstar retires. A coach leaves. The chemistry shifts. What once felt inevitable suddenly looks fragile. Sustained excellence is far harder than a single championship run — it requires standards that survive ego, systems that outlast individuals, and a culture strong enough to…
No Idle GPUs, No Data Leakage: QumulusAI Maximizes GPU Utilization for Multiple Customers on Shared Infrastructure
Multi-tenant GPU infrastructure is becoming essential as AI deployments scale across customers. Organizations must maximize GPU utilization while maintaining strict data isolation. Idle compute reduces efficiency, yet shared environments can introduce security risks if not designed properly. Optimizing GPU cycles across multiple customers is essential to maintaining performance and cost efficiency. Mazda Marvasti, the…
Complex AI Software Should Be Delivered as a Managed Service
Sophisticated AI platforms require vendor expertise to operate effectively in production environments, making managed service delivery the superior approach
Facing High GPU Costs and Infrastructure Constraints, Amberd Turned to QumulusAI for Fixed-Cost AI
Managed AI service providers are discovering how to escape unpredictable infrastructure costs by moving beyond hyperscaler pricing models
QumulusAI Brings Fixed Monthly Pricing to Unpredictable AI Costs in Private LLM Deployment
Organizations can now predict their AI infrastructure spending instead of facing unpredictable monthly bills tied to user adoption
Amberd Moves to the Front of the Line With QumulusAI’s GPU Infrastructure
Guaranteed GPU capacity lets AI teams skip the queue and scale their private LLM platforms without costly delays
QumulusAI Secures Priority GPU Infrastructure Amid AWS Capacity Constraints on Private LLM Development
Smaller firms building private AI models can now bypass the GPU bottleneck that slows larger cloud competitors
Custom AI Chips Signal Segmentation for AI Teams, While NVIDIA Sets the Performance Ceiling for Cutting-Edge AI
Custom processors are reshaping how enterprises choose their AI infrastructure based on specific workload needs
The True Cost of Free Tools: When Free Platforms Own More of Your Network Than You Do
Nowadays, getting a project off the ground usually means moving fast. A quick map gets sketched. A file gets shared. A design gets reviewed in whatever tool is closest at hand. In the moment, it feels efficient — even smart. But in the telecommunications industry, as networks become more automated, location-aware, and powered by AI,…
Predictive Networks: How Baron Weather and GIS are Strengthening Telecom Operations
Severe weather is no longer an occasional disruption for telecom providers—it’s becoming part of the operating environment. During Hurricane Ida in 2021, the Federal Communications Commission reported that nearly 1,000 cell sites across Louisiana and Mississippi went offline. In 2024, Hurricane Milton left more than 12% of cell sites in impacted areas of Florida…
In the Race to Build Smarter AI, Technology Leaders Shouldn’t Forget That Innovation Needs Oversight
When a résumé is filtered out, a loan is denied, or a piece of content never reaches its audience, artificial intelligence may be the unseen hand behind the outcome. As these systems spread across the tools and institutions that shape daily life, the assumptions and priorities of their designers are carried forward into decisions…
New to MarketScale?
MarketScale is the B2B media platform Engineering & Construction companies use to publish their own experts. The coverage above is produced on it. Fifteen minutes with our team and you'll know if it fits.