Truelabel

1. Connects people who capture real-world training data with AI labs and robotics teams; buyer form (task and setting, data type, hours); 'We'll find suppliers who can capture it'; spec checks before delivery; episodes, one clock, labels, blurring, per-example provenance and manifest truelabel.ai
2. Operator: Ensoft Informática LTDA, São Paulo; connects data sellers and buyers and runs the processing pipeline; revenue from processing fees; not a party to buyer-seller agreements; checks are not acceptance or warranty; signed agreement per engagement; capture app and supplied devices; capture rules; Truelabel holds no rights in recordings; pipeline-improvement use unless opted out; service for organizations, 18+; no scraping or probing of the website truelabel.ai
3. Capture app records first-person video, device-motion data and metadata; sound only when required; no precise geolocation; Recording Notice acknowledgement with version, hash and time linked to each episode; service customer collects consent truelabel.ai
4. Capture timestamps collected; automated scoring for quality, safety, duplication and integrity; collector platform closed 8 October 2026 (no collector accounts, payouts or checkout) truelabel.ai
5. No published sample or production timelines; rights (training, exclusivity, resale) set in the operator's spec, not defaults; formats belong in the spec truelabel.ai
6. Collector program closed; archive pages for US, Canada, Mexico and Latin American countries truelabel.ai
7. Former API returns HTTP 410 'This application service is no longer available' truelabel.ai
8. No Truelabel server in the MCP Registry registry.modelcontextprotocol.io

About. A Brazilian company (Ensoft Informática LTDA, trading as TrueLabel) that connects organizations needing physical-AI training data with organizations that capture it, and runs the processing pipeline between them. A buyer describes the task, setting, data type (head-worn video, teleoperation, motion capture, fixed cameras) and hours; Truelabel looks for suppliers who can capture it and checks each recording against the buyer's spec (camera sync, hands in view, faces and screens blurred) before delivery, splitting takes into episodes, syncing streams and labelling actions. Truelabel is not a party to the buyer-supplier deal unless a signed agreement says so; that deal sets price, ownership and licence. Its revenue is processing fees under a signed agreement per engagement. Its own collector marketplace closed on 8 October 2026; no prices, timelines or API are published.

Price. Not published. Truelabel's revenue comes from processing fees set in a signed agreement for each engagement. The price of the capture itself is agreed between buyer and supplier, outside Truelabel's terms.

Coverage. No supplier locations or countries are published. Truelabel is based in São Paulo, Brazil, and its terms are governed by Brazilian law (LGPD). Its closed collector program's archive pages referred to the US, Canada, Mexico, Colombia, Brazil, Chile, Argentina and Peru, but that program takes no new work.

Timing. 'Does truelabel publish a sourcing schedule? No. Operators schedule the capture they run. truelabel does not publish sample or production timelines.' (FAQ)

Licence. Truelabel takes no ownership of or licence to recordings: the arrangements between the organizations involved, and with the people who record, decide who owns recordings and how they may be used. The service customer (whoever hires Truelabel) must hold every right and consent, including image and voice. The terms name model training, derivative works, exclusivity, redistribution and resale as separate terms for the operator's spec, not defaults. Unless the service customer opts out in its agreement, Truelabel may use recordings in de-identified or aggregated form to improve its processing pipeline (quality checks and processing steps); it does not sell or relicense them. A check result is not acceptance, legal clearance or a warranty that data is lawful or consented.