Recognition Creates Data. Data Creates Better Leaders.
by Lou Evan
Last updated
5 min read
The leadership signals you're looking for may already exist.
At your next company-wide meeting, look around. Could you identify every future leader in the room?
And yet, among your team, your peers, I’m sure you could. They're the colleague everyone turns to when a project starts to unravel, the manager whose team quietly outperforms expectations year after year, the employee who mentors new hires without being asked, or the individual contributor who somehow makes every team they're part of a little stronger.
Executives know that these people exist at all levels of their organization. But once an organization has grown to a certain size, what they struggle with is identifying them when they are often removed from the granular details of how work gets done.
Traditionally, recognition has been viewed as an outcome, a way to celebrate great work, reinforce company values, or help employees feel appreciated. Those benefits remain foundational, but viewed through a different lens, every meaningful recognition moment also provides a firsthand account of how work actually happens inside an organization.
Recognition is the reward, but increasingly, it's becoming the record.
Organizations often say they value collaboration, coaching, trust, curiosity, and influence. But where are the systems that actually measure those qualities? It’s the nature of their effectiveness, nuance in conversation, trusting relationships, and everyday problem solving that make their documentation into an HR system elusive. As a result, organizations often find themselves making critical talent decisions without a complete picture of the people they'reinvesting in.
What if those signals have been there all along?
Listening to our CEO and founder, Eric Mosley, on an HR Leaders podcastOpens in a new tab describe the thinking behind Future Leaders, our latest product offering, it’s clear those signals have always existed, but been underutilized. He shed light on how organizations have underestimated the invaluable people data that recognition contains.
The distinction lies in the quality of the recognition itself, which, as Eric pointed out, not all recognition creates the same level of insight.
“There are a lot of recognition programs out there where this wouldn't work. These recognition programs are intentionally created to be surface level and quick, where you go into Slack and you hit a heart emoji. In some ways, that is recognition. But in the most important way, it's stopping the creation of data because there's no depth to it. There's no information density in hitting an emoji. Whereas if you can get somebody to sit down for five minutes and write a paragraph as to why they're saying thank you, well, that paragraph is gold dust. And AI is uniquely capable of parsing text to find the nuggets and the breadcrumbs that are in that text.”
A thoughtful recognition message explains who solved a difficult problem, who helped a teammate navigate uncertainty, who stepped up when a project was falling behind, or who consistently makes the people around them more successful. Individually, those stories help employees feel seen. Collectively, they reveal something much bigger: a living record of how work gets done, who creates value, and which behaviors move an organization forward. The question is no longer whether that information exists. It's what organizations can learn from it.
Human Intelligence Starts Where Traditional Talent Data Stops
Performance reviews capture a manager's perspective, engagement surveys provide a snapshot of how employees feel at a particular moment in time, and skills assessments tell us what someone knows today. Together, they help leaders understand performance, identify capability gaps, and plan for the future. But they also share the same limitation: most traditional talent data evaluates people from the top down. Recognition captures observations from the people working closest to the work itself, horizontally, vertically, diagonally, and in just about every direction across an organization. Every thoughtful recognition moment reflects a colleague's perspective on what someone contributed, how they contributed, and why it mattered. Instead of relying on a single annual conversation or a manager's point of view, recognition creates a continuous map of how employees experience one another across teams, projects, and functions.
And these behaviors have largely already been cemented into the workplace, whether shared on messaging apps, through email, or at the proverbial watercooler. That's the foundation, and the difference, behind Human Intelligence. It uses AI to surface who people consistently rely on during moments of uncertainty, who naturally connects teams, who shares knowledge generously, and who quietly influences outcomes without necessarily having the loudest voice in the room.
That's especially valuable at a time when work itself is becoming more dynamic. Teams are increasingly cross-functional and collaborating across geographies and time zones. AI is changing how work gets done, but it's also making distinctly human skills like judgment, collaboration, coaching, and relationship-building even more valuable. Those qualities rarely fit neatly into a competency framework, yet they're often the difference between teams that simply function and teams that consistently excel.
Recognition captures those moments because employees notice them every day. Human Intelligence taps into AI to help us learn from those recognition moments at scale. It’s the amplification of human judgment, not the replacement of it.
“It's human opinions that you put into AI. The AI is kind of just this great averaging function over massive amounts of text, which is people's narrative about how work is happening in the company. And because of that, it really is just exposing human opinion before the humans have synthesized it themselves.”
Recognition doesn't replace performance reviews, engagement surveys, or skills assessments. Each offers an important perspective on the employee experience. Recognition adds something equally valuable: context. It captures not only who is contributing, but how they're contributing, through the eyes of the people working alongside them every day.
Once organizations begin looking at recognition through that lens, it becomes more than a way to celebrate great work. It becomes one of the clearest ways to understand how strategy is taking shape through people. And once you can see those patterns, the challenge becomes how do you use them to make better decisions about the future?
The Best Leaders Aren't Always the Most Visible
If Human Intelligence helps organizations understand how value is created, then the next question is obvious: what should leaders do with that insight?
No leader wants to be on the hook for missing the potential of a high performer, or their attrition. But in reality, leadership isn’t always the most visible and managers often don’t have to insight or tools to see what actually gets work across the finish line. Some of the people creating the greatest impact aren't presenting at company meetings or leading high-profile initiatives. They're coaching colleagues behind the scenes, connecting teams that rarely work together, sharing knowledge generously, or becoming the person others turn to when the stakes are high.
That's the thinking behind Future Leaders. Rather than asking organizations to predict leadership potential based solely on titles or tenure, Future Leaders looks for the human signals already embedded in meaningful recognition. It identifies the people consistently demonstrating the behaviors that others value most, often long before those strengths appear in traditional succession planning conversations.
It's also a reminder that leadership rarely emerges in a straight line. Careers aren't built exclusively through promotions or formal development programs, but, much like life itself, built through hundreds of zig-zagging, everyday interactions that establish credibility, reinforce trust, encourage others, and strengthen teams over time. Recognition captures those interactions because they're written by the people experiencing them firsthand.
For years, organizations have encouraged employees to recognize great work because it strengthened culture. Today, recognition is beginning to serve a dual purpose. It helps leaders better understand where influence exists, how collaboration happens, and who is already shaping the future of the organization, even if their title doesn't yet reflect it. Leaders who reward these types of contributors are then themselves helping to build a more transparent and equitable culture.
Better Leadership Starts with Better Visibility
These changes are already happening. We found in Recognition as an Engine for Strategy, that 91% of executives say recognition data has become more important to informing business decisions over the past two years, while 93% say it helps uncover valuable insights that would otherwise go unnoticed.
Organizations have spent decades building systems to evaluate performance, but they're only beginning to build systems that help them understand influence, collaboration, trust, and leadership as they're happening. Recognition provides that missing perspective because it captures how work is experienced by the people doing it together every day.
Technical skills will continue to evolve, roles will change, and new technologies will reshape how work gets done. But the qualities that make someone worth rewarding are consistent. Curiosity, judgment. generosity. The ability to help other people succeed. Organizations finally have the ability to learn from those insights at scale with Future Leaders.
Ready to uncover the leaders already shaping your organization?
Future Leaders transforms rich recognition data into actionable leadership intelligence, helping organizations identify emerging talent, strengthen succession planning, and make more informed people decisions using the everyday moments of recognition already happening across the business.
Request a demo to see how Future Leaders helps organizations discover tomorrow's leaders today.
Lou Evan
Lou Evan is a Senior Content Specialist at Workhuman. Having worked most of his career in the employee recognition space, he brings a firsthand perspective to the cultural, psychological, and ultimately financial impact of tailored, strategic recognition programs. Lou believes in friendship, family, and creativity.