# humanhands

> Verified-human, consented real-world data for embodied AI — captured in real homes
> in Germany, not in a lab. Buyers post a requirement; people capture it in their own
> kitchens, hallways and workshops; the buyer licenses a provenance-verified dataset.

## Why buyers use us
- **Beyond the lab.** Training gyms and simulation cover the controlled core. We supply
  what they structurally cannot: real homes, real clutter, changing light, real object
  variety — the rare cases that decide whether a policy survives contact with reality.
- **Provenance you can audit.** Every accepted capture carries an Ed25519-signed manifest:
  verified human, timestamp, server-measured facts (duration via ffprobe, media hash),
  consent version. Independently verifiable — no trust in us required.
- **EU AI Act Art. 10 ready.** Data origin and consent are documented at capture time,
  not reconstructed later. Data collected and stored in Germany (MinIO, Frankfurt).
- **Honest by construction.** The manifest lists only checks actually performed; anything
  self-reported (e.g. web GPS) is labelled as such. We do not overclaim.

## What we do NOT do
- No scraped data. No AI-generated data. No data without documented consent.

## For AI agents (the machine door)
- MCP endpoint (Streamable HTTP): https://humanhands.de/mcp
- Agent Card: https://humanhands.de/.well-known/agent-card.json
- Verify any manifest: POST https://humanhands.de/api/provenance/verify · public key: https://humanhands.de/api/provenance/pubkey
- Tools: create_campaign, get_campaign_status, list_deliverables, download_dataset

## Example
create_campaign(spec="first-person video of hands unloading a dishwasher, 30s", quantity=500)
-> returns a priced campaign + the human task we generate.

## Contact
David Rieger · humanhands · Germany · https://humanhands.de