Human Data
Expert judgment, speech, physical demonstrations, approved operating history and validated synthetic coverage—delivered with the checks and use terms that apply.
Explore Human DataAuraOne / AI Labs
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AuraOne / AI Labs
Create expert evaluation, voice, and physical AI data through scoped Human Data programs, with model improvement earned from accepted results.
Bring the task, the expertise it needs, and the delivery you want. We scope the rest.
Program paths
Expert judgment, speech, physical demonstrations, approved operating history and validated synthetic coverage—delivered with the checks and use terms that apply.
Explore Human DataSend the work. Get it back finished and checked. Define a recurring workflow, connect authorized inputs and tools, and review the exceptions against your quality standard.
Explore Enterprise IntelligenceThe program changes with the data and expertise, but every engagement follows a visible operating flow.
01
Name the data, evaluation, or recurring workflow result the organization needs.
Objective and accepted output
02
Rights, quality, and acceptance are explicit before work starts.
Program requirements
03
The work, the exceptions, and the reviewer's judgment stay visible.
Work and review history
04
Deliver, release, hold, return, or operate with the supporting context attached.
Decision and deliverable
| Outcome | Work | What you receive | Program fit |
|---|---|---|---|
| Accept specialist-created data | Qualify the people, review the work, and package the delivery. | Qualification, rubric, and delivery manifest. | Use Human Data for people-and-data programs. |
| Evaluate model or agent behavior | Qualified experts compare outputs, classify failures, and correct responses. | Criterion-level labels, failure taxonomies, and regression sets. | The program is bounded by the agreed task, rubric, and delivery format. |
| Collect voice or physical AI data | Contributors complete defined capture tasks under program-specific consent and quality controls. | Accepted recordings or demonstrations with supported metadata and delivery evidence. | Availability depends on the collection method, the hardware, and a verified delivery path. |
| Operate a recurring enterprise workflow | Document and run one existing process, then automate only proven steps. | Accepted workflow units, complete traces, and customer acceptance. | Enterprise Intelligence is a customer-specific design partnership, not a prebuilt industry application catalog. |
Hill climbing
Foundry takes your existing prompt, workflow, or agent through measure, diagnose, bridge, improve, and re-measure — against a locked benchmark, on a repeatable loop, ending in a regression report.