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COMPANY AND PROGRAM REVIEW

Hermai review for factory demonstrations and workplace data

Hermai describes collecting first-person demonstrations of real industrial work, with time-stamped action labels and device motion data.

By Fiund · Updated 2026-11-05

Public-source review. Fiund is a competing AI-data business. No paid engagement was tested for this review.

Hermai describes collecting first-person demonstrations of real industrial work, with time-stamped action labels and device motion data. Its partner page also invites authorized factory records and files such as quality logs and engineering drawings. The fit is strongest for a lab that needs a specified industrial operation and can check a sample against its actual task, tooling, and environment. Hermai data offer · Hermai facility partner page

Check what the sample represents

Ask whether sample tasks match the expected sites, tools, and operator conditions. Verify time alignment of the video and motion stream, taxonomy labels, and whether rejected takes or ambiguous steps are recorded. The site describes some deployment and evaluation services as early access. Confirm what service is presently available and who can support it. Hermai delivery and sample description

Agree access, rights and accepted hours

The partner page describes payment for accepted video and says the default is non-exclusive. It does not give a universal rate. Hermai says site permission, participant consent, and model uses are defined for each collection. A factory should clear customer drawings and any joint ownership separately. Request the exact accepted-hour rules, per-site permissions, redaction review, and rights scope before export or recording. Hermai partner terms overview · Hermai consent and rights

An original factory source map

Imagine a permitted training demonstration with a practice component, an inspection checklist and a drawing revision. Link the demonstration to the component identifier and the instruction actually used. Mark which fields are visible in footage and which exist only in the accompanying record. Keep an older instruction in the review package as a deliberate competing source.

A source map should identify who can authorize the video, the checklist and the drawing separately. The factory’s possession of a customer design is a different fact from authority to license it for AI use. Use invented records for the first task discussion and leave real customer material outside the sample until its scope is settled.

Ask what ‘accepted video’ includes

Hermai’s partner page describes payment per accepted hour, written terms before capture or sharing, review of included material and a non-exclusive default. Those are published program conditions to confirm in the actual agreement. The page does not supply a universal earnings rate for a site or operator.

Ask how simultaneous views, repeated work, pauses and excluded regions affect accepted hours. Identify the review recipient, objection process and the evidence of approval for the specific material and buyer. For a lab, request the delivered timing and labels against a defined task. For a facility, agree which areas, people and records can be included before cameras arrive.

Primary sources and further reading