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Mappa is an AI-powered behavioral intelligence startup that enhances the hiring process through advanced voice analysis and big data. Founded in 2020 by Sarah Lucena, along with co-founders Pablo Bergolo and Daniel Moretti, Mappa aims to eliminate the uncertainties of traditional hiring. The company is headquartered in São Paulo, Brazil, with offices in Miami, Buenos Aires, Mexico City, Santiago, and Bogotá, serving businesses across Latin America and the United States. Mappa's core offering is a Voice-Driven Compatibility Matching and Hiring Solution. This platform analyzes vocal biomarkers and communication patterns to predict candidate behavior and team dynamics. It enables rapid hiring cycles, allowing companies to interview candidates within 48 hours and fill positions in under a week. Mappa also provides end-to-end management of the recruitment lifecycle, including negotiations and payroll. The company operates on a B2B model, targeting startups and small-to-medium enterprises looking to hire remote talent, particularly from Latin America.