Skip to content
MarketScale
‹ Back to IndustriesSoftware & Technology

As Technology Convergence Accelerates, Device Security Has To Be Treated Like a “Socio-Technical” Issue

As our society continues to advance technologically, there’s been an increasing need for robust security. This downstream effect from technology evolution to security strategies is being exacerbated by an accelerated technology convergence between IT and OT tech, teams, and networks. Info-Tech Research Group has released a new report emphasizing the need to…

This story was produced through MarketScale. See how Software & Technology teams put it to work with Executive Thought Leadership.

By Marco Carvalho · CybersecurityFlorida Institute of TechnologyIotMarco Carvalho
Share

Key takeaways

01

As our society continues to advance technologically, there’s been an increasing need for robust security.

02

This downstream effect from technology evolution to security strategies is being exacerbated by an accelerated technology convergence between IT and OT tech, teams, and networks.

03

Info-Tech Research Group has released a new report emphasizing the need to…

Get featured

Want to get featured in MarketScale Software & Technology?

Create a free MarketScale workspace and get your company's expertise featured across our Software & Technology coverage. No credit card, no demo required.

Start free

As our society continues to advance technologically, there’s been an increasing need for robust security. This downstream effect from technology evolution to security strategies is being exacerbated by an accelerated technology convergence between IT and OT tech, teams, and networks.

Info-Tech Research Group has released a new report emphasizing the need to merge digital and physical security in the face of evolving technological threats and further IT/OT convergence. The report highlights the benefits of an integrated security architecture, which combines various facets like physical security, cybersecurity, and HR into a unified platform. It also points to the growing convergence of security systems, driven by advanced access controls and digital transformations like IT/OT technology convergence.

However, challenges persist, including the integration of diverse technologies and potential “territorial disputes” among security managers. Experts and researchers see this as a moment to launch a complete reassessment of security at large, redefining what constitutes a security strategy, security team, and who bears responsibility for ensuring the safe flow of key IT and OT data. As groups seek to create an overarching security strategy, how can organizations, businesses, and governments approach these challenges to create a holistic methodology that works for all stakeholders in the face of accelerated technology convergence?

Marco Carvalho is the Executive Director of the L3Harris Institute for Assured Information at the Florida Institute of Technology, and sat down with MarketScale to throw his analysis and advice into the ring. He believes that security, as a “socio-technical issue,” encompasses technology, human, operational, and political facets. Recognizing each of these facets can help stakeholders avoid creating overly complex systems, even with mass technology convergence, that are prone to failure.

Marco’s Thoughts

“You’re not trying to create a single uber security infrastructure that combines all your systems. That will be, in my opinion, a mistake. It will be extremely complex and you would just be increasing your chances of building a failing infrastructure. But you could build an infrastructure that has interfaces and has some semantic connections with other systems so they can be aware of their constraints and operate more holistically.

There has been an agreement in the security community that security, in general, is a socio-technical problem and involves multiple aspects, not just technology aspects, but human aspects, operational, policy, and many others.

So there is a great benefit in combining the different aspects of any operational business from a risk perspective to secure the operation of that business. The challenge is that you always have to balance the complexity of your system with the coverage of the system.

I believe that one of the biggest mistakes that enterprises would make in approaching this problem is to try to integrate the operations of all the systems as a unique infrastructure. There are many challenges involved with that, not just in terms of knowledge representation, but the scope, operations, and semantics of different systems. So an integration that will bring together these different systems has to be done at a meta-level.

My advice to companies seeking to create that kind of infrastructure is to try to abstract the interactions between the different systems, represent those interactions, and design the systems so they can accept and provide constraints through those interactions that can be understood by other systems.

So I think that it is, I truly applaud the mindset of trying to attach a more holistic view to this issue. This is necessary and this is not simple and there is a reason why it hasn’t been done. It’s difficult. And I think that recognizing the need for this will drive research and will drive approaches to do this more consistently and stably.

So I believe we’re on the right path and I think that moving forward with this and supporting these kinds of initiatives will be beneficial to companies and the nation as a whole.”

Your experts belong here

Every story in MarketScale Software & Technology starts with a company putting its solutions engineers, product teams, and customer engineers on the record. Buyers are already reading this topic. The only question is whose experts they find.

Buyers ask AI engines who to consider, and published expert answers are what those engines cite.

Get your team featuredSee how it works15 minutes, straight to a calendar.

About the author

Marco Carvalho
Marco CarvalhoProfessor in Computer Science

Marco Carvalho is a distinguished figure with an impressive track record in the realms of cybersecurity, artificial intelligence, and machine learning, boasting over 23 years of dedicated research experience. Currently serving as the Executive Director of the L3Harris Institute for Assured Information at Florida Institute of Technology, he plays a pivotal role in leading a team of researchers and faculty members engaged in cutting-edge projects. Their collective mission is to advance the state of the art in information assurance and cyber resilience. In addition to his role as an executive director, Marco is a tenured professor in computer science. His dedication extends to teaching and mentoring students while fostering innovation and excellence in engineering and science. His research interests span diverse domains, including distributed systems, Artificial Intelligence, Machine Learning, and cyber security, and he has made significant contributions through the authorship of multiple patents and publications in these areas. Marco Carvalho is a passionate advocate for solving complex problems and driving positive impact through research and education.

B2B Weekly

The week in Software & Technology, and sixteen other industries, every Monday.

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

Software & Technology: are you visible to AI?

Before they reach out, Software & Technology 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 plan

You just read one Software & Technology expert. Your company is full of them.

This article was produced through MarketScale. The same platform turns your solutions engineers, product teams, and customer engineers into the articles, video, and social content Software & Technology buyers are searching for. Create a free workspace and see it with your own people. No credit card, no demo required.

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

What you get, free

Your own MarketScale workspace, up to 10 people
One professional video edit a month for qualifying companies
Media requests to your crowd, remote recording, AI writing tools
$0, no credit card, nothing that expires

More Software & Technology Insights

Muse's Rise Signals the Next Phase of the AI Agent Economy, and Enterprises Should Be Paying Attention

Muse's Rise Signals the Next Phase of the AI Agent Economy, and Enterprises Should Be Paying Attention

Meta's Muse AI agent reached 2.5 million downloads within two weeks, a sign that agentic AI is moving from developer curiosity toward mainstream consumer behavior. For B2B leaders, Muse's adoption trajectory raises urgent questions about platform interoperability, data governance, and delegation frameworks as agent technology scales.

  • 01Muse crossed 2.5 million downloads by its second week, outpacing the early trajectories of ChatGPT, Claude, and Grok over the same post-launch window.
  • 02Platform interoperability is the next battleground: Amazon has already restricted Muse's access citing terms of service, previewing the access and permissions friction enterprises will face when integrating agents.
  • 03Data governance and guardrails remain unsolved: Meta says sanitized interaction data trains its models with an opt-out, a more restricted Confidential VM architecture is planned for later in 2026, and early testing identified at least one case where the agent surfaced content beyond what a user's request called for.

Sep 22, 2026

Nvidia CEO Jensen Huang Forecasts Chip Sales Will Double Next Year

Nvidia CEO Jensen Huang Forecasts Chip Sales Will Double Next Year

Nvidia CEO Jensen Huang forecasted doubling chip sales next year, but the company's CFO frames this as the supply-unconstrained scenario, signaling that supply chain capacity—not demand—is the real constraint. Nvidia and Palantir announced a collaboration to apply AI to Nvidia's own supply chain operations to identify bottlenecks and allocate materials more effectively.

  • 01Nvidia's doubling forecast depends on supply chain throughput, not demand—the company itself is supply constrained according to CFO Colette Kress.
  • 02Nvidia and Palantir said their first sovereign AI deployment for Nvidia’s operations is designed to spot supply constraints earlier and improve how materials are allocated across production.
  • 03Enterprise buyers should plan for competitive allocation pressure, higher networking and infrastructure costs alongside GPU spending, and the emergence of on-premises architectures as first-class options.

Sep 20, 2026

Fifth Third, Priority and CSI deals put a premium on payments built into software

Fifth Third, Priority and CSI deals put a premium on payments built into software

Fifth Third led a strategic investment in Payload, Priority Commerce agreed to acquire IntelliPay, and CSI acquired Qolo in a series of summer transactions, PYMNTS reported. Together, the deals point to buyers valuing payments technology already integrated into the software customers use, not just standalone processing capacity. For operators, that means the entity holding payment data can change hands without the front-end software changing.

  • 01BCG says SaaS providers with integrated payments accounted for 36% of small and midsize business acquiring revenue in 2024 and projects that share will reach 45% by 2028.
  • 02Finance and IT leaders using property, practice management or utility billing platforms should reread payments and data clauses, since the entity holding payment data can change hands even if the software front end does not.

Sep 19, 2026

Explore More Software & Technology Insights

Read more expert perspectives from across Software & Technology.

Browse Software & Technology Hub

About the Expert

Marco Carvalho
Marco Carvalho

Professor in Computer Science

Marco Carvalho is a distinguished figure with an impressive track record in the realms of cybersecurity, artificial intelligence, and machine learning, boasting over 23 years of dedicated research experience. Currently serving as the Executive Director of the L3Harris Institute for Assured Information at Florida Institute of Technology, he plays a pivotal role in leading a team of researchers and faculty members engaged in cutting-edge projects. Their collective mission is to advance the state of the art in information assurance and cyber resilience. In addition to his role as an executive director, Marco is a tenured professor in computer science. His dedication extends to teaching and mentoring students while fostering innovation and excellence in engineering and science. His research interests span diverse domains, including distributed systems, Artificial Intelligence, Machine Learning, and cyber security, and he has made significant contributions through the authorship of multiple patents and publications in these areas. Marco Carvalho is a passionate advocate for solving complex problems and driving positive impact through research and education.

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 Software & Technology and beyond.

Book a 15-minute demo

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