Forget everything you know about hiring.

We fixed it with voice-behavior intelligence.

Voice Analysis

Press & record

Voice captured 65%

Speak until 100%

Behavioral science, measured to the decimal

It sounds too good to be true. Don't worry, the math disagrees.

🧠

100M+ parameters

Two encoders walk into a conversation: one listens to how you speak, one to what you say. Our fusion model reconciles both into a behavioral estimate.

📊

70+ behavioral traits

Personality, values, emotion regulation, motivation. Seventy-six continuous scores derived from validated psychometric frameworks.

🎙️

100,000+ vocal markers

Every conversation is a dense map of patterns. Our model learns which patterns generalize to validated behavioral targets directly from data.

$0
saved per hire
0%
annual retention
0%+
conversion rate
30s
second audio

Behavioral intelligence belongs in every business decision you make

SCOUT

WHO IT'S FOR

You have a role to fill and 0 time to waste. A specific gap, a deadline, and no appetite for managing a hiring process. You want the right person. Fast.

WHAT WE DO

Scout: behavioral hiring, start to finish. Hand us the brief. We decode the behavioral fit, write the job description, and screen the candidates. Everything handled, nothing missed.

WHAT YOU GET

A ranked shortlist in 72 hours. Behavioral matches, not resume keywords. Every candidate ranked by fit before you've spoken to a single one of them. You only pay if we got it right.

CONDUIT

WHO IT'S FOR

You're building something with people involved. A product, a workflow, a decision system. You need behavioral intelligence inside it, not bolted on after.

WHAT WE DO

Behavioral intelligence for everything else. Hand us the media file (audio or video). We return a full behavioral profile via API. One endpoint, any surface, any use case.

WHAT YOU GET

Behavioral data across every surface. Hire, assess, match, or predict: across any product or workflow. One integration. The same science powering Scout, now running inside whatever you're building.

Common questions

The science is complex, but the answers aren't.

How does the science actually work?
Every audio sample runs through a neural network trained on real humans in real decision contexts, extracting over 100,000 vocal markers, then mapped across 75 behavioral traits grounded in validated psychological frameworks.
What does the hiring process look like?
You record a 30-second voice note describing the problem you're trying to solve. We analyze it, build a behavioral profile of who you actually need, and write your job description from scratch. From there, we source and screen candidates behaviorally, and deliver a ranked shortlist within 72 hours.
How much does it cost to hire with Mappa?
You only pay if we got it right. No upfront fees, no retainers. If you hire directly, you pay once. If you want us to handle payroll, you pay a monthly admin fee.
How is this different from an assessment or personality test?
Assessments ask people to describe themselves. The problem is people describe who they want to be, not who they are. We don't ask anything: we just listen to how someone speaks and extract behavioral data they're not even aware they're producing.
What is Conduit?
Conduit is the infrastructure behind our hiring engine, made available to everyone. Direct access to the same behavioral intelligence via notetaker or API, so you can embed it into your own workflows, products, and decisions, wherever human understanding drives outcomes.

Hear the sound of the perfect fit

Join companies transforming their hiring with behavioral intelligence

Book a call