Photo By: Docusign

There is a familiar moment when a new technology enters the market. The demonstrations are impressive, the possibilities seem endless, and vendors begin talking about how the technology could change the way companies work. Then a company tries to put that technology into practice, and the questions become much more complicated. It is one thing to ask what technology can do. It is another thing to ask whether it can do what a company actually needs. That gap is becoming one of the biggest challenges for today’s technology leaders.

For a CTO, the job is not simply to understand new technology. The bigger challenge is figuring out how that technology can work inside a real organization. Companies have old software, complicated systems, security requirements, regulations and employees who rely on processes that may have been in place for years. A technology may be capable of doing something impressive, but that does not mean it can immediately do something useful for the business.

That challenge is particularly relevant in industries such as telecommunications, where technology has to work across complex systems and large-scale operations. Conal Higgins, VP/Field CTO, GTM – Telecommunications at NewRocket, works in this space, where the distance between a technology’s capabilities and the practical needs of an organization can become especially important.

What works in a demo does not always work in a company

New technologies are often shown in ideal conditions. A demonstration might show AI writing a report in seconds or software connecting systems seamlessly, but real businesses rarely operate that simply. Companies have years of technology decisions behind them, with data spread across systems, legacy software, security requirements and established processes that cannot easily be changed.

AI is a good example. Its ability to write, analyze information and answer questions is impressive, but businesses need those capabilities to work within their existing systems and processes. An AI tool may need access to company data, strong security controls and the ability to deliver reliable results at scale. The challenge is not simply getting the technology to work. It is getting the technology to work for the business.

The CTO has to connect the two worlds

This is where the CTO plays an important role. Technology companies focus on what their products can do, while businesses focus on what they need those products to accomplish. The CTO has to bridge that gap by understanding the business problem, the people who will use the technology and the systems and processes it needs to work with.

That is also why adoption can take longer than expected. A technology that works in a small test may face very different challenges when deployed across an organization. Security, data, infrastructure and employee adoption can all affect whether a technology becomes useful at scale.

Technology is only part of the problem

Companies sometimes assume that buying a new technology will solve an old problem. In reality, technology is often only one part of the solution. A company might adopt a new system and discover that its data is fragmented, its existing software cannot easily connect to it or its employees need new skills to use it.

There may also be questions about cost, security and reliability. A technology that looks inexpensive during a small test can become much more expensive when it is deployed across an entire organization. Security teams may identify risks that were not visible during the initial demonstration. Business leaders may also discover that changing technology requires changing the way people work.

None of these challenges necessarily means the technology has failed. They show that there is a difference between a technology being capable of something and an organization being ready to use that capability.

The distance between possible and practical

That gap becomes increasingly important as companies adopt emerging technologies. Technology can advance much faster than an organization can change, with new systems introduced in months while updating processes, training employees and replacing older infrastructure can take years.

For a CTO, the question is not simply whether a technology works, but whether it can solve a real business problem securely, affordably and reliably. This is especially true with AI, where the focus often falls on what the technology can do rather than how those capabilities can address the problems a business actually needs to solve. That distinction can determine whether a technology becomes a valuable business tool or remains an interesting experiment.

Where technology becomes useful

The real work often begins after the technology demonstration, when companies have to connect new tools to existing systems, prepare their data, address security and help employees adapt. This is where the CTO helps turn technology’s potential into something the organization can actually use. The future of enterprise technology will depend not only on what machines can do, but on how effectively businesses can turn those capabilities into solutions for real problems.