Bridge the gap between silicon and humanity.

We provide the human-centric conversational data that powers the world's most advanced voice AI. From raw capture to human-in-the-loop validation, we engineer the nuances of real-world interaction. Equipping your models to understand how people actually speak.

Dr. Qingqing Zhang

“Beyond the cold indifference of machine-scraped data, our workflows are defined by a relentless obsession with authentic context.”

Dr. Qingqing Zhang Founder and CEO Fortune "The Most Powerful Women 2021" CAS Outstanding Scientific and Technological Achievement Award
1M+

Ready-to-Use Datasets

Premium, off-the-shelf conversational data engineered for immediate deployment and scaling.

100+

Global Accents & Dialects

Expansive global coverage spanning multiple accents and dialects to power truly international AI.

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Alibaba
Apple
Baidu
Bilibili
BYD
Cerence
Meta
MiniMax
Microsoft
Naver
NVIDIA
Qualcomm
SoundHound
Tencent
Z.ai
Zoom
50+

Top Clients

Trusted by industry-leading enterprises worldwide to fuel their foundation models.

10+

Years of Expertise

A decade of deep specialization and innovation in Conversational AI data.

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High-quality AI training and test data for intelligent cockpit, autonomous driving, and other real-world scenarios.