API Reference

Register, login, and manage user accounts. All authenticated endpoints require a Bearer token.

Upload, manage, and inspect training datasets. Uploads use signed URLs for secure, direct-to-storage transfers.

Create and monitor validation jobs. Validations analyze datasets for model collapse risk, quality issues, and training outcome prediction.

Request and manage performance warranties on validated datasets. Warranties provide financial backing for prediction accuracy.

Manage your credit balance, purchase credits, and view transaction history. Credits are consumed when running validations.

Create and manage support tickets. Our team typically responds within 4 business hours.

Rate limits are applied per API key / token. Exceeding the limit returns a 429 status with a Retry-After header.

Each operation consumes credits from your balance. Purchase credits from the dashboard or via the API.

All errors return a JSON body with a message field describing the issue.

{
  "error": {
    "code": 422,
    "message": "Validation failed: dataset_id is required.",
    "request_id": "req_abc123"
  }
}