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The marketplace loop

Human data becomes useful when the person understands the deal.

Data Cash is designed to turn a buyer’s need into a task a contributor can evaluate, complete, and be paid for—with consent and provenance attached from the beginning.

From demand to delivery

One understandable loop.

The platform is not built around invisible harvesting. It is built around a visible offer, a human decision, a reviewable result, and a documented handoff.
  1. 01

    A buyer defines the signal

    The request begins with a specific use case, output format, quality bar, review standard, rights scope, and budget.

    The task exists because a buyer needs a defined human signal—not because Data Cash passively collected it.
  2. 02

    The offer is made visible

    Contributors will see what is requested, the expected time, the estimated value, the intended use, and the rights attached to accepted work.

    The decision comes before collection. A contributor can participate, pass, or choose a different task.
  3. 03

    A contributor chooses and completes it

    Only the person who accepts the offer completes the prompt. Future tasks may involve audio, video, preference, workflow, or contextual data.

    Current Human Data Market tasks are simulations. Data Cash does not accept real task uploads today.
  4. 04

    The submission is reviewed

    Work is checked against the disclosed prompt, safety rules, quality requirements, and provenance record.

    Every review decision will be clear: accepted, rejected, or returned for a permitted correction.
  5. 05

    Accepted work is paid and delivered

    When production operations open, accepted work will move into payout and buyer delivery under the task agreement the contributor accepted.

    Rejected or unpaid work is intended to remain outside any buyer dataset and outside marketplace use.

Contributor control

Consent is a workflow, not a checkbox.

See the deal first

Task, effort, value, intended use, review rules, and rights appear before participation.

Choose task by task

Joining Data Cash is not blanket permission. Each future task requires its own affirmative choice.

Keep the record

The product is designed to preserve the agreement version, status, and payment history connected to the work.

What is live today

Explore the model. Create a profile. No task data is collected yet.