Human-in-the-loop API · Invite-only pilot

Human expertise, available to AI through one API.

Route AI review, verification, research, classification, and multilingual tasks to verified people with the right expertise and context.

Start earning from AI Add humans to your AI

Accepting diverse expertise, languages, and workflows. Every applicant is verified. Invitations and paid opportunities depend on matching workflows and active demand.

REQUEST / 0042

INPUTNeeds judgmenttext + image

HIL

MATCHEDHuman expertEnglish · Support

SCHEMA VALID / 02:14

REVIEW VERIFY CLASSIFY RESEARCH TRANSLATE STRUCTURED JSON

01 / HUMAN NETWORK

Earn from AI work using what you already know.

Share your languages, expertise, and availability. Get invited when verified AI evaluation work matches your profile.

Start earning from AI

02 / COMPANY ACCESS

Add verified human review to your AI workflow.

Show us where human judgment belongs. We review the workflow, required expertise, languages, and volume before test access.

Apply for API access

HUMAN + AI

One human-in-the-loop API. Many kinds of judgment.

Bring qualified people into the moments where automation needs context, accountability, or a second look.

AI evaluation work

Route model-output review, ranking, classification, and quality checks to verified human experts.

Human review API

Add a structured human checkpoint to support, operations, research, or high-judgment AI workflows.

Multilingual expertise

Match requests with people who understand the language, market, subject, and cultural context.

AI data verification

Return independent decisions or strict JSON that software can validate, audit, and use.

THE SYSTEM

Software speed.
Human context.

The request stays structured from submission to response. The judgment does not have to be robotic.

Send

Submit one request or a scheduled batch.

Match

Route by expertise, language, and availability.

Review

A qualified person applies your workflow rubric.

Return

Receive text or validated structured output.

BUILT FOR THE WORKFLOW

Human judgment that software can call.

Minutes when the decision cannot wait. Batch when throughput matters more. One contract, one audit trail.

Text and image inputs
Independent human outputs
Strict JSON schemas

POST /v1/tasks

{
  "workflow": "support_review",
  "mode": "minutes",
  "requires": {
    "language": "hi-IN",
    "expertise": "ecommerce"
  },
  "outputs": 2,
  "response": "strict_json"
}

202 ACCEPTEDtask_8f29a

DIVERSE FIRST COHORT

Put your expertise to work with AI.

Start earning from AI Add human review to your AI