Skip to content
‹ Back to IndustriesEngineering & Construction

And Back to the Edge: Why Edge Computing is Gaining Ground on the Cloud

It wasn’t so long ago that cloud computing was the trending topic as the growth of the wireless industry and new technology implementations led to rapid migration from on-premises data centers to cloud servers. According to a Gartner Forecast study, over a third of organizations consider cloud computing as one of their top three investment…

This story was produced through MarketScale. See how Engineering & Construction teams put it to work with Partner & Channel Enablement.

·
Share

Free workspace

Turn your Engineering & Construction expertise into content.

Record interviews, organize footage, and write with AI on a free trial of the MarketScale platform for qualifying companies. No demo required, no credit card.

Try it Free

It wasn’t so long ago that cloud computing was the trending topic as the growth of the wireless industry and new technology implementations led to rapid migration from on-premises data centers to cloud servers. According to a Gartner Forecast study, over a third of organizations consider cloud computing as one of their top three investment priorities.

However, cloud computing isn’t without its limitations. It requires significant bandwidth and struggles with latency, making it challenging to use with sophisticated industrial IoT applications, which require real-time computation.

Enter: Edge Computing.

The next big solution in the computing space is the “edge.”

When you think of the word “edge,” thoughts of the end of an object or place immediately come to mind, like the blade of a knife or cliff of a mountain. In this application, however, the “end” actually means the start.

While cloud computing continues to serve its purpose of storing a computer’s system resources on-demand, its ease of use for performing and relaying data back involves much traversing.

That’s where edge computing comes in, bringing the power of the cloud closer to the customer. Edge computing can be used solo or in addition to cloud, and it provides customers with a boosted network performance, increase in reliability, and often a decrease in costs, thereby solving bandwidth and latency issues.

 IT professionals have realized that moving their computational power closer to the edge enables the kind of real-time delivery that is necessary for many industries such as oil and gas, retail, and manufacturing. But – going with cloud, edge, or both will depend on a customer’s needs.

Cloud vs. Edge Computing: Which makes sense?

Like any alternative solution or add on, cloud and edge computing have pros and cons.

For instance, when using wireless, cloud computing may require data, which can get costly, and this is where edge can help. Senior Director of Engineering for Digi International, Ken Bednasz, explained, “The cost of memory is going down; the amount of processing power is increasing tenfold.”

With edge computing significantly growing the last five years, customers can now look at their needs and determine which option makes most sense to help optimize their workflows and processes. Considering factors like data size, time sensitivity, innovation, extra security/privacy, and redundancy are all needs that may push a customer to choose or add on edge.

While some may waffle between the choices, many customers will easily be able to choose based on their compliance and regulatory requirements. Jessie LaCome, principal technical marketing engineer at Dell, explained, “You’ve got heavily regulated environments that will never see the cloud.” This is due to the cloud storing its data ‘out of immediate reach’ from customers, and the edge or more traditional data centers are seen as more secure because of their proximity.

Conversely, those with data intensive applications requiring a lot of storage will want to opt for — at minimum — utilizing the cloud. This could look like supply chain management systems or CRMs where customers or vendors need to interact with a company’s applications. However, CEO of Hivecell, Jeffrey Ricker, and LaCome both warned it could add up quickly due to things like vendor contract lock-ins, data storage, data sent, and time. “The only thing that’s constant in a cloud billing right now is that it goes up every month,” Ricker said.

Clearly, each computing holds its own set of perks, and edge is making data storage even more accessible. However, adding a new platform to the mix isn’t always that easy.

Barriers to Interoperability

Because the edge is relatively new, there will be some expected growing pains. For instance, most systems were built to work with either the cloud or edge, leaving customers with a lack of interoperability. “It tends to cost a lot of money and take a lot of time to actually reconfigure these applications,” said Vice President of Harbor Research, Harry Pascarella.

Clearly, this leads to concerns about variability of the applications being able to easily ‘talk’ to both computing options, which leaves customers wondering about the reliability of the platforms working together. Pascarella advised that knowing the application requirements before adopting a new solution is of utmost importance.

Thankfully, as more customers demand more solutions, the interoperability will inevitably catch up to fully optimize these applications — more devices will become connected and new processes will unfold to help decrease workloads and increase automation.

Why Edge and Why Now?

Much like the cloud before it, edge computing is expected to continue growing at a rapid pace. According to a study from marketsandmarkets, the edge computing market size is expected to grow from 36.5 billion dollars in 2021 to 87.3 billion dollars by 2026, at a compound annual growth rate of 19.0% during the forecast period.

For companies that want to use their IoT data to increase customer satisfaction and efficiency, deploying the edge at scale is necessary to properly work that information. “Raw internet data — IoT data — versus business-relevant data starts at about 400 to one. That means there’s at least 400 bytes of raw data for every byte of meaningful data that you should be pushing to the cloud,” Ricker explained. However, experts want industries who rely on or are looking for edge solutions to recognize that it isn’t a replacement for the cloud, merely a branch of the same tree.

For instance, when the machine learning models are configured properly, having the platform filter out the relevant data at the source and then pushing those figures to the cloud, is where current organizations are winning today in utilizing both computing solutions. Jason Shepherd, VP of Ecosystem at ZEDEDA, said, “The edge is not going to completely replace the cloud by any means… The edge is the last cloud to build. It’s extending the footprint to be more distributed.”

Ultimately, companies already utilizing the edge are seeing major cost savings, increased security, and quicker action.

The challenge for IT professionals moving forward will be to evaluate the strengths and weaknesses of the edge and the cloud and make an informed decision that best meets their particular needs. One thing is clear, though – we’re only on the precipice of growth for the edge.

Your experts belong here

Every story in MarketScale Engineering & Construction starts with a company putting its project engineers, superintendents, and estimators on the record. Buyers are already reading this topic. The only question is whose experts they find.

Owners shortlist firms they already trust, and your field leaders become the reason your name is on that list.

Book DemoSee how it works15 minutes, straight to a calendar.
B2B Weekly

The week in Engineering & Construction, and sixteen other industries, every Monday.

Ten stories, one-line takes, five minutes. Free.

Engineering & Construction: are you visible to AI?

Before they reach out, Engineering & Construction buyers ask AI engines which vendors to trust. Explore how your experts, customers, and partners can become useful content for buyers and AI search.

Free Trial

You just read one Engineering & Construction expert. Your company is full of them.

This article was produced through MarketScale. The same platform turns your project engineers, superintendents, and estimators into the articles, video, and social content Engineering & Construction buyers are searching for. Start a free trial and see it with your own people. For qualifying companies, no credit card, no demo required.

NPS +73 · 1,000+ creators · 38+ countries

What your free trial includes

Hands-on access to the MarketScale platform
Media requests to your crowd, remote recording, AI writing tools
No demo required. No credit card.
For qualifying companies. Company confirmation required.

More Engineering & Construction Insights

Which Trimble Connect AI tools contractors can actually use today

Which Trimble Connect AI tools contractors can actually use today

Six of the 10 AI capabilities Trimble listed at Dimensions, including scheduling and invoice matching, are available now. Change order drafting from the Document Crunch acquisition is still in development, and WorksManager Drone reaches dealers in January 2027. Plan pilots by ship date.

  • 01Six of the 10 AI capabilities Trimble listed at Dimensions are available today; contract-risk change order drafting, the feature closest to a general contractor's margin, is still in development.
  • 02Standardized AI safety labels on every current Connect agent give procurement and risk teams a document to ask any construction AI vendor for.

Nov 15, 2026

Lilly breaks ground on $3.5B Pennsylvania injectables plant whose first named drug is still in trials

Lilly breaks ground on $3.5B Pennsylvania injectables plant whose first named drug is still in trials

Eli Lilly broke ground on a $3.5 billion injectable-medicines manufacturing facility in Fogelsville, Pennsylvania, expected to be operational by 2031. The site is intended to add capacity for next-generation obesity medicines, including retatrutide, which Lilly is studying in several Phase 3 clinical trials. Lilly says the facility will use machine learning, AI and digitally integrated systems, and the site head describes the goal as a fully automated process from receiving materials through the warehouse.

  • 01Lilly cited scale figures that highlight the data burden in its process: more than 5,000 documented steps per production run and imaging and inspection of every pen more than 70 times before it ships.
  • 02Watch whether Lehigh Valley reuses the designs from Lilly's other injectable sites in Kenosha, Concord and Research Triangle Park, since a standardized network means equipment and systems choices proven at one site could repeat at the next.

Nov 14, 2026

Why Momentive says city data centers need sealant built for 1,000-foot towers

Why Momentive says city data centers need sealant built for 1,000-foot towers

Planners are pushing urban data centers toward glass facades. Bull argues high-load structural silicone glazing—like the 30 psi UltraGlaze SSG4600 used on Austin’s 1,025-foot Waterline tower—can help support heavier security glass and tighter enclosure performance in new multi-story builds.

  • 01When a city insists a data center look like an office building, the sealant holding the glass ends up doing work for the cooling plant.
  • 02UL 752 Level 7 glazing protection is indicated at about 1.6 inches thick; ensuring security glass weight and facade joint capacity align is critical.
  • 03The supertall-sealant case applies mainly to new urban builds; most operating U.S. data centers can't shut down for facade replacement and harden their glass through retrofit shields instead.

Nov 13, 2026

Explore More Engineering & Construction Insights

Read more expert perspectives from across Engineering & Construction.

Browse Engineering & Construction Hub

For B2B teams

Your experts could be publishing here

Stories like this one run on content MarketScale captures from real practitioners. See how your team's expertise becomes coverage in Engineering & Construction and beyond.

Book a Demo

Or call us. No forms required. We pick up. 214-945-2512