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AI-driven hiring and the science of compatibility

This season on Build Mode, we’re breaking down what it really takes to build a world-class team and that starts with hiring the right people the first time. This week, we’re joined by Sarah Lucena, founder and CEO of Mapa, a behavioral intelligence platform that uses voice AI to decode human behavior in under 60…

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This season on Build Mode, we’re breaking down what it really takes to build a world-class team and that starts with hiring the right people the first time.

This week, we’re joined by Sarah Lucena, founder and CEO of Mapa, a behavioral intelligence platform that uses voice AI to decode human behavior in under 60 seconds. After rebuilding teams over and over again early in her career, Sarah set out to answer the question: why do “great on paper” candidates fail to flourish after their hired?

In this episode, she explains how Mapa analyzes thousands of voice biomarkers, from speech patterns to linguistic signals, to build behavioral profiles and match candidates based on compatibility, not just the on-paper credentials. They help their clients make the right hired the first time, saving crucial time and money.

She breaks down:

• Why most hiring decisions are still a gamble
• Compatibility vs. similarity (and why it matters)
• How voice biomarkers reveal behavioral traits
• How to reduce bias without lowering the bar
• How founders should think about building aligned teams

Whether you’re hiring your first employee or scaling a fast-growing startup, this episode will change the way you think about talent, team dynamics, and what it really means to be a “fit.”

Chapters:

00:00 – Why great hires still fail
00:47 – Meet Sarah Lucena (Founder & CEO, Mapa)
01:39 – What Mapa does: voice → behavioral intelligence
04:22 – Why voice (not video) is the best signal
06:03 – The proprietary dataset & real-life outcomes
12:30 – Mapping companies, not just candidates
14:27 – Compatibility vs. similarity
16:10 – Bias, diversity & better hiring signals
23:53 – Expanding beyond hiring (VCs, finance, insurance)
30:16 – Using Mapa to evaluate investors
33:02 – Building Mapa’s own team
35:49 – Founder advice: patience, compatibility & lawyers
39:16 – Startup Battlefield experience
41:29 – Outro

New episodes of Build Mode drop every Thursday. Hosted by Isabelle Johannessen. Produced and edited by Maggie Nye. Audience development led by Morgan Little. Special thanks to the Foundry and Cheddar video teams.

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2 Comments

  1. @عليموحان-س5ع

    March 3, 2026 at 1:46 pm

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  2. @TheNarrowPathGarage

    March 3, 2026 at 9:27 pm

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While OpenAI is busy building its own chips, Groq, SpaceX, and even companies that used to make shoes are racing to lease out compute. The Equity Podcast crew asks: Are neoclouds the new oil? And how long will the demand last?

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While OpenAI is busy building its own chips, Groq, SpaceX, and even companies that used to make shoes are racing to lease out compute.

The Equity Podcast crew asks: Are neoclouds the new oil? And how long will the demand last?

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Apple announced price hikes across its hardware products, citing unprecedented price gains in memory chips. Missing from that price hike list, for now, is the iPhone. Nabila Popal, Senior Research Director at IDC, joins Ed Ludlow on “Bloomberg Tech.”
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Bloomberg’s Ed Ludlow breaks down OpenAI’s decision to potentially hold off on an IPO until next year – sending shares of SoftBank falling. Plus, global tech stocks drop after Apple hikes hardware price due to a memory crunch, and SpaceX’s $25 billion bond sale is off to a rocky start.
——–
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Watch the latest full episodes of “Bloomberg Technology” with Caroline Hyde and Ed Ludlow here:

 
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