In an industry defined by precision, it is natural to strive for perfection.

Clinical research is built on rigorous methodologies, controlled environments, and carefully designed experiments. The expectation is that systems should be robust, standards should be comprehensive, and solutions should be fully formed before they are deployed.

But the reality of innovation rarely follows this pattern.

The discussions at the Vulcan Futures Roundtable highlighted a different model, one that is less about perfection and more about progress. Real change happens through momentum.

The Danger of Waiting

There is a well-understood tendency in complex organisations to wait to refine, to optimise, to ensure that every detail is correct before moving forward. In clinical research and healthcare data, this instinct is understandable. The stakes are high. Errors have consequences.

But in complex systems, this approach can lead to stagnation. Problems remain unsolved not because they are unsolvable, but because they are treated as if they require complete solutions from the outset.

Esther Gillespie of Jumping Rivers described a cautionary tale from the world of manufacturing. A company spent years building an AI-powered system to vectorise production processes accumulating extraordinary internal capability. But because the system lacked proper structure and standards from the beginning, it became fragile. A server administrator who did not understand the system’s strategic importance deleted a significant portion of the data. The momentum that had been building was lost. The lesson: without shared context and sustained commitment, even significant progress can unravel.

The lesson for healthcare and clinical research is clear. Momentum requires not just technical progress, but organisational commitment and shared understanding of what is being built and why.

Discovery Through Action

What emerged from the roundtable was a more pragmatic and ultimately more optimistic perspective. Real progress is iterative.

“You need someone to lead the way. Then you discover what you did not know you did not know, and you solve it. The next followers arrive and find some of those problems already fixed. And the larger the community becomes, the faster it moves.”

This is how meaningful change actually occurs in complex ecosystems. It begins with early adopters, those willing to test new approaches, expose new problems, and share what they have learned. Each cycle of discovery and resolution reveals the next set of challenges. Over time, this builds genuine momentum.

The early adopters moving EHR data directly to sponsors, for example, are not just solving efficiency problems. They are surfacing the content and process challenges that the next generation of solutions will need to address. The pipeline works but it reveals that the harder problem is not moving the data, it is ensuring that the data captured in routine clinical care has the rigour required for research.

Focus as a Strategic Choice

The roundtable discussion also highlighted the importance of focus.

There is no shortage of problems to solve in healthcare interoperability. But trying to address too many at once, spreading effort across hundreds of use cases simultaneously can dilute progress and slow momentum. Instead, there is value in identifying high-impact areas and concentrating effort there.

“Let’s not try to identify too many problems. Let’s focus on a small number of key problems and keep moving where are we going to have the biggest impact?”

Patient identification and recruitment was identified as one area where the potential impact is enormous and where current solutions remain inadequate. But the principle applies more broadly: choose the problems where progress will be most visible, most valuable, and most likely to generate the groundswell needed to bring others along.

Darren Weston offered a constructive reframe: rather than Vulcan trying to do everything, it should rally communities of people around specific problem clusters allowing each community to focus on one or two things, while Vulcan provides the governance and infrastructure that makes collective progress possible.

The Collective Nature of Progress

Crucially, momentum in this context is not the product of any single organisation.

It is collective. The complexity of healthcare and clinical research means that no one stakeholder can solve these challenges alone. Sponsors bring the problem statements. Technology vendors build the solutions. Healthcare institutions provide the infrastructure and the data. Standards bodies create the foundations. And communities like Vulcan provide the environment in which all of these elements can come together.

Momentum accelerates when learnings are shared, when successes are visible, and when others can build on what has already been achieved. It also requires sustained commitment the willingness to stay engaged through the difficult middle stages, when problems are harder and progress feels slower.

This is where Vulcan plays a critical role. By creating a space for collaboration, experimentation, and shared learning, Vulcan helps generate and sustain the kind of momentum that translates into lasting change.

Because in complex ecosystems, change is not defined by a single breakthrough. It is defined by continuous movement forward, together.