Startup Battlefield finalist Mappa analyzes speech patterns to match candidates with roles based on compatibility, not bias—slashing turnover rates and opening doors for underrepresented talent.
Hiring Is Broken. Mappa Wants to Fix It with Voice and AI.
Resumés, interviews, and cover letters don’t always reveal whether someone is truly the right fit for a job. Worse, many hiring decisions are still guided by gut instinct or unconscious bias, making outcomes unpredictable—and often inequitable.
Mappa, a Startup Battlefield Top 20 finalist at TechCrunch Disrupt 2025, is taking a scientific approach to the art of hiring.
Founded in 2023 by Sarah Lucena, along with Pablo Bérgolo and Daniel Moretti, the startup has built a voice-based AI platform that analyzes behavioral traits to help companies identify role-compatible candidates—not just the most polished ones.
“We don’t really categorize traits as good or bad,” Lucena says. “We understand traits as compatible or not.”
How It Works: Voice as a Behavioral Blueprint
Mappa’s process is simple for the candidate: they answer questions from an AI agent, and the system evaluates their voice patterns for indicators such as:
- Confidence
- Empathy
- Communication style
These traits are then mapped against the needs of a specific role, and hiring managers receive a shortlist of compatible candidates—taking much of the guesswork and bias out of the equation.
Results That Speak Volumes
Mappa claims its approach leads to stronger, longer-lasting hires.
- Standard employee turnover: ~30%
- Turnover for Mappa hires: Just 2%
- Hires made through Mappa: Over 3,000
- More than 60% of those hires were women, LGBTQ+, or immigrants
“We’re focused on finding the best people,” Lucena explains. “And that often leads to a more inclusive process by design.”
From Hiring Tool to Behavioral Intelligence Infrastructure
Mappa isn’t stopping at recruitment. The company’s API is gaining traction among organizations looking to apply behavioral analysis in other high-stakes areas:
- Venture capital: Tim Draper uses Mappa to assess startup founders before investing.
- Education: Re-Skilling.ai integrates Mappa to help students identify areas for growth.
- Finance: Future use cases include loan approvals for individuals without credit histories.
Lucena envisions Mappa evolving from a services platform to a behavioral infrastructure layer—used to fairly assess people in education, employment, finance, and beyond.
Why Voice? Data and Depth
Mappa tested several input formats—video submissions, social media activity, and others—but found voice to be the most data-rich and telling.
Voice captures tone, rhythm, confidence, and nuance in a way text cannot. Mappa’s proprietary, curated datasets allow its AI to identify complex behavioral signals that other systems miss.
Fast Growth with Big Backing
- Founded: 2023
- Raised: $3.4 million seed round led by Draper Associates
- ARR: $4 million+
- Customers: 130+ and counting
Lucena, who was born in Brazil, says her personal journey informed Mappa’s mission: to recognize people for who they are, not what’s on a résumé.
“I’m proud we’ve created opportunities for people who are often overlooked,” she says.
A Fairer Future for Talent Assessment
As the job market grows more competitive—and companies face pressure to improve diversity and retention—Mappa offers a measurable, equitable, and scalable alternative to traditional hiring.
Whether used to hire, assess, invest, or upskill, Mappa’s behavioral voice analysis aims to make people decisions more data-driven, human-centered, and bias-resistant.
