Every organization faces change. New competitors enter the market, customer expectations shift, technologies mature, and economic conditions create challenges that few leaders could have predicted a few years earlier. Yet when major disruptions occur, the results are rarely uniform. Some companies seem to adjust almost immediately, finding ways to reposition themselves and continue growing. Others struggle to respond, even when they have substantial resources and experienced leadership teams.
Berkeley-based Ryan McCorvie, a mathematician, statistician, and founder of Martingale AI, has spent much of his career studying complex systems, uncertainty, and decision-making. While the specifics may differ from one industry to another, a common pattern often emerges. Organizations that adapt successfully are not necessarily better at predicting the future. More often, they are better at learning from new information and adjusting their assumptions when circumstances change.
That distinction is important because adaptability is frequently misunderstood.
“Businesses sometimes treat it as a reactionary skill that becomes relevant only during a crisis,” says McCorvie. “In reality, the foundations of adaptability are usually built long before disruption arrives. They are embedded in how leaders think, how teams communicate, and how organizations evaluate information when conditions are still relatively stable.”
Adaptable Organizations Stay Curious About Their Own Success
One of the biggest obstacles to adaptation is success itself.
When a company has spent years building an effective product, refining its operations, or establishing a loyal customer base, it becomes natural to trust the methods that produced those results. The challenge is that the business environment rarely remains static. Consumer preferences evolve, competitive advantages narrow, and technologies that once seemed peripheral can become central to an industry surprisingly quickly.
Organizations that adapt well often resist the temptation to assume that past success automatically guarantees future success. Instead, they continue asking questions even when performance appears strong. They examine customer behavior, monitor emerging trends, and look for signs that conditions may be changing beneath the surface.
This mindset often separates organizations that recognize change early from those that react too late. It does not require leaders to abandon successful strategies at the first sign of uncertainty. Rather, it involves maintaining a healthy level of curiosity. Companies that consistently revisit their assumptions tend to identify shifts earlier because they are already paying attention to signals that others may dismiss.
In many cases, adaptability begins not with a major strategic initiative but with a willingness to acknowledge that today’s answers may not remain sufficient forever.
Why Learning Speed Often Outweighs Organizational Size
There is a common assumption that larger organizations should naturally adapt more effectively because they possess greater financial resources, larger teams, and more sophisticated infrastructure. While those advantages can certainly help, they do not always translate into agility.
As organizations grow, decision-making often becomes more complicated. Information must pass through multiple layers of management. Processes designed to improve consistency can unintentionally slow responses to new developments. Teams become specialized, which can make it more difficult to see how changes in one area affect the broader business.
What frequently separates adaptable organizations from less adaptable ones is not the amount of information they possess but the speed at which they learn from it.
Research highlighted by Deloitte found that organizations with strong learning cultures are 92% more likely to develop novel products and processes, 52% more productive, and 56% more likely to be first to market with their products and services. Those findings help explain why learning is often a competitive advantage rather than simply a human resources initiative. Businesses improve when employees are encouraged to develop new skills, challenge assumptions, and share insights across departments rather than simply execute established procedures.
Learning organizations tend to recover more quickly from mistakes as well. Because experimentation and feedback are treated as normal parts of improvement, setbacks become opportunities to gather information rather than reasons to avoid future change. Over time, that ability to learn continuously can create advantages that are difficult for competitors to replicate.
Information Needs to Travel Across the Organization
Adaptability depends heavily on how information moves within a company.
Some of the most valuable insights in any organization originate far from the executive suite. Customer service representatives hear recurring complaints before those issues appear in formal reports. Sales teams often notice changing buyer priorities before market research confirms them. Technical specialists may recognize emerging opportunities or risks long before they become visible to senior leadership.
The challenge is that valuable information does not automatically reach the people responsible for strategic decisions. Organizations sometimes create barriers without realizing it. Departments become isolated from one another, communication channels narrow, and important observations remain confined to individual teams.
Companies that adapt effectively tend to work intentionally against these tendencies. They encourage communication across functions and create systems that allow information to move more freely. Leaders actively seek input from people closest to customers, operations, and emerging technologies because they understand that useful insights often come from unexpected places.
The importance of information flow became particularly visible during the COVID-19 pandemic. Organizations that could quickly gather information, share it internally, and adjust their operations often responded more effectively than those struggling with fragmented communication structures. While every situation was unique, the broader lesson remains relevant: adaptability depends on how quickly organizations can convert information into action.
Ryan McCorvie: Adaptation Requires Confidence and Flexibility
Many business leaders view decisiveness as a defining leadership quality, and in many situations, that is true. Organizations need leaders who can make difficult choices and move forward when circumstances require action.
At the same time, adaptability requires a different but equally important skill: the willingness to revise decisions when new evidence emerges.
This can be uncomfortable. Leaders invest time, resources, and credibility into major initiatives. Changing course may feel like admitting a mistake. Yet some of the most adaptable organizations recognize that flexibility and decisiveness are not opposites. They are complementary strengths.
Ryan McCorvie’s work often reflects this perspective. Whether dealing with forecasting, modeling, or complex decision-making, the goal is rarely to eliminate uncertainty entirely. Instead, it is to make the best possible decision with the information available while remaining prepared to adjust if circumstances change.
That approach allows organizations to move forward without becoming overly attached to a single prediction about the future. Plans remain important, but they are treated as tools rather than fixed commitments. When new information arrives, leaders can respond thoughtfully rather than defensively.
Culture Shapes Everything Else
Technology, strategy, and data all influence an organization’s ability to adapt. Yet culture often determines whether those assets actually contribute to adaptability.
Organizations that respond effectively to change tend to share certain cultural characteristics. Employees are encouraged to ask questions. Constructive disagreement is viewed as valuable rather than disruptive. New information is welcomed even when it challenges established beliefs. People feel comfortable raising concerns because leadership is more interested in understanding reality than protecting assumptions.
These qualities may seem subtle, but their impact can be significant. A culture that encourages learning and honest communication allows organizations to recognize change earlier and respond more effectively. A culture that discourages questioning often delays necessary conversations until problems become impossible to ignore.
McKinsey has identified adaptability as a critical success factor during periods of transformation and systemic change, noting that adaptable organizations are often faster at learning and better positioned to respond to new opportunities. While many factors contribute to long-term performance, organizations that can absorb new information and adjust effectively are generally better equipped to navigate disruption than those that rely on rigid assumptions.
The future will continue to surprise even the most experienced leaders. New technologies will emerge, markets will evolve, and unexpected challenges will create pressure on organizations of every size. The companies that adapt fastest will not necessarily be those with the most resources or the most accurate predictions. More often, they will be the ones that remain curious, learn continuously, communicate effectively, and stay willing to reconsider assumptions as the world changes around them.
That ability to adapt is not simply a response to uncertainty. Increasingly, it has become one of the most valuable competitive advantages a business can develop.