Technology / Matching engine

Voice-first intelligence,
people-first results.

We combine behavioral voice analysis with a proprietary AI model to surface traits you won’t find in a résumé, revealing the potential for real compatibility, growth, and connection.

The process

How we make connections

Our process and tech are built to uncover the strengths that matter, prioritizing true compatibility over generic credentials.

Step 01 · Step 02 · Step 03
Understanding your team

Understanding your team

We start with a conversation to learn about your goals, roles, and the kind of people who thrive on your team.

Behavioral voice analysis

Behavioral voice analysis

Our tech listens beyond the words, analyzing speech patterns and communication signals to map traits and predict how people will act in a professional setting.

Matching engine

Matching engine

We combine insights from both sides with experience, education, and skills to recommend people who are likely to click with you and your team.

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The science

The science behind the sound

We don’t just believe voice reveals more than a résumé: we’ve built the science to prove it. Here’s what we analyze to understand how someone thinks, acts, and communicates.

Voice patterns

How someone speaks, including pauses, tone, and rhythm, can reveal traits like expressiveness, confidence, and stress levels.

Language complexity

The richness of their vocabulary and phrasing gives insight into clarity of thought, focus, and ability to take on complex challenges.

Communication style markers

We detect interpersonal traits like empathy or assertiveness through subtle language and interaction cues.

Beyond hiring

Compatibility beyond hiring

Wherever humans interact, we can use voice analysis to guide decisions and predict compatibility. We’re already exploring all the ways we can use our powerful people intelligence to connect more people.

What’s possible

One signal. Many surfaces.

The same behavioral intelligence powering Mappa hires can guide team building, customer matching, coaching, or any decision where understanding people matters.

Try it

Let voice lead the way

Want to try out our powerful tech? Have a short conversation with our AI to discover your Behavior Map: an analysis of key traits based on your voice.