Findem Secures $51 Million Series C to Redefine AI-Driven Hiring with the World’s Largest Expert-Labeled Talent Dataset

San Francisco-based Findem has secured $51 million in fresh funding to accelerate the development of what it calls the next generation of Talent AI. The round, which brings total funding to $105 million, was led by SLW with participation from Wing Ventures, Harmony Capital, and Four Rivers Group, alongside growth financing from J.P. Morgan.

The investment follows a year of remarkable growth for the company, marked by 3x year-over-year expansion and recognition by Fortune and Fast Company as one of America’s most innovative firms. But more importantly, it signals a shift in how artificial intelligence is being applied to one of business’s most human challenges—hiring.

Moving Beyond Automation

AI’s early promise in recruiting often centered on automation—speeding up screening or simplifying resume parsing. Findem is moving far beyond that. The company’s platform leverages what it calls 3D data—multi-dimensional profiles built from millions of expert-labeled attributes—to understand not just who can do a job, but who will thrive in it.

This data labeling engine identifies “success signals,” drawing from the intuition of top recruiters and hiring managers. A logistics officer in the military, for example, might be surfaced as a prime candidate for a senior supply chain role; a startup engineer who repeatedly scales teams could be flagged for leadership potential. In other words, Findem’s AI is trained on human expertise, not just public data, creating a model that reflects the real-world context of high-performing hires.

“Recruiting expertise is inherently specialized, and the wisdom to identify a future leader doesn’t exist in public datasets,” said Shawn K. O’Neill, Managing Partner at SLW. “Findem is pioneering a new category in talent technology by transforming recruiter intuition into scalable, data-driven insights.”

The Power of 3D People Data

Launched in 2020, Findem’s proprietary dataset now includes over 800 million 3D profiles—arguably one of the most comprehensive and contextualized views of human potential in existence. This expert-labeled dataset is what gives the platform its edge, transforming static resumes into living, evolving models of career trajectory and capability.

According to Findem CEO Hari Kolam, this approach redefines how companies think about workforce strategy: “By elevating talent data from a flat commodity into a rich strategic asset, we’re making it AI-ready. This is just the beginning of what’s possible when AI truly understands talent.”

Building Smarter Hiring Ecosystems

The funding will help expand Findem’s data labeling capabilities and develop domain-specific AI tuned to real hiring challenges—whether improving candidate calibration, refining interviews, or forecasting team dynamics. The company is also forming strategic partnerships to embed deep domain knowledge directly into its models.

RecruitMilitary, for instance, is working with Findem to make veteran talent more visible to employers by translating military experience into measurable business impact. Similarly, AnitaB.org is collaborating with the company to enhance workforce equity by encoding diversity expertise into structured data attributes.

“Together, we’re ensuring employers have the data to recognize and connect with talent whose skills and impact might otherwise be overlooked,” said Brenda Darden Wilkerson, President and CEO of AnitaB.org.

What It Means for the Future of Work

Findem’s trajectory points to a broader shift in how AI will shape the future of hiring and workforce strategy. As generative and agentic AI mature, we’ll see verticalized intelligence solutions emerge—AI systems trained deeply in the nuances of specific industries and functions. For HR, that means tools capable of understanding not only skill alignment but also adaptability, leadership potential, and cultural fit.

In this new paradigm, talent data becomes a living organism—constantly learning, adapting, and predicting. Findem’s vision is a world where AI doesn’t just automate hiring tasks, but helps organizations anticipate their future workforce needs and nurture human potential with unprecedented precision.