§ A network for verified human-grade datasets

Datasets, by humans.

Humaniti is a network for labeling data. Builders publish tasks. Humans complete them. Peer-consensus verifies every label. Builders pay per verified label. Humans get paid directly.

Verified Humans. Verified work. Direct pay.

§ What the Network did
Humans active
—
Labels verified
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Datasets shipped
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Direct pay
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§ 01 — The promise

Four rules/
No exceptions

  1. 01
    Verified.
    Every label is checked by N peers. Disagreement routes to a Steward. Quality is a protocol feature, not a vendor promise.
  2. 02
    Direct pay.
    Humans are paid per verified label, not per hour. No platform skim. No 30-day waits.
  3. 03
    Portable.
    Datasets export in 16+ formats. Provenance receipts travel with the work. Your output lives outside our database.
  4. 04
    Permanent.
    Every label, every revision, every payout is signed and addressable. Auditable end-to-end. Built to outlast Humaniti the company.

Pick a side.

For Builders

  • Pay per verified label.
  • Datasets you own — exportable in 16+ formats.
  • API + SDKs (early access).
Read more →

For Humans

  • Get paid per verified label.
  • Verified accuracy unlocks higher tiers.
  • Web + Android. Real anonymity at T1.
Read more →
§ This is Phase 1 of 4
  1. I
    The Network — Verified Humans. Verified work. Direct pay.
  2. II
    The Record — Datasets that don't disappear.
  3. III
    The Economy — Humans earn equity in the work.
  4. IV
    The Commons — The network governs itself.
Read the roadmap →

Build with Humans.