Resumes have long been the passport to job opportunities, but they rarely tell the whole story. A candidate’s polished credentials might look good on paper, yet hiring managers still struggle with the same old questions: Will this person thrive under pressure? Will they take ownership? Will they mesh with the team?
Mappa, a behavioral intelligence startup with roots in Miami and Brazil, believes it has an answer. The company announced it raised an oversubscribed $3.4 million seed round led by Draper Associates, with backing from Serac Ventures, Riverwalk Capital, Sher Ventures, Seagrass, Angel Squad (Hustle Fund), Grão VC, SoGal Ventures, The Pitch, and AngelHub Mexico.
Instead of relying on gut feelings or drawn-out interviews, Mappa analyzes how people actually communicate. Its platform can decode more than 30 vocal biomarkers (pitch variability, speech rate, and word choice) to assess qualities such as empathy, confidence, and accountability. The analysis takes less than a minute and pulls from more than 100,000 behavioral data points.
The results, according to co-founder and CEO Sarah Lucena, are hiring decisions that are both faster and fairer.
“Resumes tell you the highlights of what someone has done – Mappa AI shows you how they’ll perform in the real world,” Tim Draper, founding partner of Draper Associates, said in the announcement.
Lucena is among fewer than 50 Latin American women globally to lead an AI company, and one of only about a dozen who have raised more than $1 million in venture funding. Under her leadership, Mappa has grown to more than 100 enterprise clients across the U.S. and Latin America in less than two years.
Her team includes co-founders with diverse backgrounds: Pablo Bergolo, a two-time founder with deep statistical expertise, and Daniel Moretti, a medical student turned software engineer who has built over 25 applications. Together, they built Mappa’s proprietary AI stack to go beyond surface-level qualifications and deliver insights into cultural alignment and real-world performance.
For customers, the payoff can be dramatic. At K2, a financial services and fintech agency, hiring managers used to spend weeks evaluating candidates. With Mappa, K2 founder and CEO Jacky Korn said the company gained “immediate clarity on how candidates respond to pressure, take ownership, and communicate across functions. We’ve gone from interviewing to same-day job offers.”
Mappa claims its clients save more than $30,000 per hire by reducing turnover and improving retention, and reclaim 300 hours per role through faster decision-making. The ultimate goal? To give companies confidence that new hires will contribute from day one and stay long enough to make a difference.
For investors, the timing is critical. The cost of a bad hire can reach six figures, while talent retention is now cited as one of the top operational risks for executives in nearly every sector. Companies are under pressure to move quickly, yet the traditional hiring process hasn’t kept up. “By turning live, behavior-based data into hiring signals, Mappa is giving companies a smarter way to spot talent, build stronger teams, and uncover the next generation of leaders,” Draper said.
With fresh funding, Mappa plans to expand its go-to-market team, invest in more advanced behavioral analytics, and deepen integrations with tools companies already use. Lucena framed it as part of a bigger shift: “It’s not just about growing Mappa – it’s about amplifying the impact we can have on how organizations find, evaluate, and keep great talent that are compatible with their culture, vision, and expectations,” she said in a statement.
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