Kled is a research consortium of top AI scientists focused on forecasting AI data scarcity and, through our mobile application layer, collecting the high-value human datasets required to push the frontier forward.

Kled partners with Whop to power payouts, enabling users to upload data, complete tasks, and get paid seamlessly.

Kled V3 introduces $20M+ in user rewards, smarter task surfacing, automated quality checks, global payouts, and partner-led labeling work.

Kled is building the world’s largest opt-in human data network, proving paid participation unlocks high-quality datasets critical for AI automation.

Kled is now charting top 100 on the App Store in 6 countries and closing in on 200,000 downloads.

Kled reaches #1 on Malaysia’s App Store, charts globally across multiple regions, and sees strong U.S. download momentum.