Humanbased

Data Marketplace OS for AI.

Humanbased helps AI teams launch accountable human, expert, and agent-powered data workflows with attribution, compensation, and reusable data products built in.

Commission AI training data, evaluations, real-world feedback, and frontier data campaigns. Qualified contributors and teams get paid upfront, keep attribution, and can share in future value when their work is reused.

The launch opens in controlled phases so buyers, contributors, and operators enter only when the workflow around them is ready.

For contributors For AI teams

Launch Timeline

We are converting the 10M+ Codatta signup base into verified contributors, real campaign users, and accountable paid work.

  1. June 2026

    Cohort intake

    Buyer briefs and contributor qualification.

  2. July 2026

    Private alpha

    First campaigns with close operator review.

  3. Invite-only beta

    Cohort expansion

    More templates, contributors, and quality loops.

  4. Target September 2026

    Launch gate

    Public access after payout and lineage flows are stable.

Choose an entry point.

Contributors qualify for paid work with attribution. AI teams commission campaigns.

Contribute work

For qualified people, experts, self-forming teams, and managed groups that want paid AI data work with clear review.

Contributor portal

Commission data

For AI labs, startups, and agent builders that need training data, evaluation, expert review, or frontier campaign output.

Developer portal

Topline features

Campaign workflow OS

Developer-authored workflows for sourcing, labeling, validation, evaluation, and dataset assembly. Mix humans, experts, teams, agents, and compute services in one campaign.

Expert and team marketplace

Serve AI labs, startups, agent builders, independent experts, self-forming teams, and company-led teams with clear roles, quality signals, payouts, and reputation.

Ownership and royalty layer

Each accepted contribution can carry provenance, usage rights, attribution, valuation history, and a path to future revenue when data access or ownership changes hands.

Brand Kit

Use Humanbased consistently.

Logo files, usage rules, color tokens, typography, and export assets for partners and builders.

Open Brand Kit