Powered by Harbor-1
The AI infrastructure platform for the future of technology.
Harbor ML provides enterprise data infrastructure for physical AI: real-world datasets and human feedback pipelines for robotics and embodied AI. Click here to learn more
01Four products, one platform
Harbor-1
Encrypted chat on leading open-weight models Harbor hosts itself. Never used for training.
Special Missions
Open
Film your hands on a line, packing, or assembly at a workplace you may record. Faces and voices are scrubbed before review.
Example missions. The tier sets the approximate payout.
Harbor Collect
Film the work you already do and teach AI what the internet never shows. See the reward before you start.
Harbor Enterprise
Commission real-world data from your workflows or our network, scrubbed, reviewed, and licensed.
Harbor Search · Live
Search, read any page, and pull facts from many pages at once, from Claude, Cursor, ChatGPT, or your own code. Free for every agent.
02Harbor-1
03Harbor Collect · Beta
04Harbor Enterprise
Every record arrives scrubbed, reviewed, consented, and licensed.
/01
An IBM Partner and Adobe Solution Partner, delivering data infrastructure to enterprise teams.
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Chat, Collect processing, and fine-tuning run on Runpod GPUs.
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Real-world data from the floors, clinics, depots, and workshops the public web never shows.
05What separates us
Encryption
Chats travel over TLS 1.3 and are stored with AES-256. Private chats are never used to train Harbor models and never go to a closed AI lab. Harbor-1 runs on open-weight models on GPUs Harbor rents and runs itself.
Open weights
Harbor-1 runs on leading open-weight models whose weights are public and auditable. Your chats are never sent to a closed lab. When a stronger open model passes our evaluation, Harbor-1 switches to it, so the product keeps getting better without changing who can see your data.
Rewards
Private chats stay private. Turn on Earn and check in daily for a chance at $1 of Harbor API credits, or get $1 every day on Super. Collect missions pay by tier, Bronze, Silver, or Gold, from a separate budget. Payment and training approval are separate decisions.
| Feature | Typical AI chat | Private AI chat | Harbor |
|---|---|---|---|
| Encrypted in transit and at rest | ● | ● | ● |
| Runs on open-weight models | – | ● | ● |
| Never trains on private chats | – | ● | ● |
| Pays you for the chats you share | – | – | ● |
| Pays you to film real work | – | – | ● |
| Consent and license on every record | – | – | ● |
06Get started
Start free with a daily chat allowance. Upgrade to Pro at $15 a month or Super at $59 a month for higher limits. Turn on Earn and check in daily to win API credits.
Tell us what your model can’t learn from the public web. We reply with a collection plan, a sample, or a clear answer on what is feasible.
Why it matters
Flexible work. More income. Stronger businesses. →People earn on their own schedule from skills they already have. Companies earn from work already happening on their floor.
08The stack
Four layers, from the chat you use down to how contributors get paid. Scroll to open the stack.
01Harbor-1
The chat you use. Encrypted with TLS 1.3 in transit and AES-256 at rest, private by default, and never used for training.
02Open-weight models, hosted by Harbor
Leading open-weight models run on GPUs Harbor rents and runs itself, so chats never go to a closed AI lab. The model is upgraded only when a stronger one passes our evaluation.
03Reviewed human feedback
People with real experience in the task review every exchange and recording you choose to submit, after faces, voices, and personal data are scrubbed.
04Separate reward funds
Harbor-1 Earn pays API credits through a daily draw, and $1 a day on Super. Collect missions pay by tier, Bronze, Silver, or Gold, from their own budget.
Yes. Every new chat is private and visible only to you, and Harbor never trains on a private chat. If you turn on Earn, the chats you share may be used to improve Harbor-1. The rest of the conversation stays private.
Harbor Research
Harbor research
2026-08-01 · Harbor Research
Why Context, Provenance and Persistent Identity May Define the Next Generation of AI Infrastructure
Read
Encrypted chat on leading open-weight models. Turn on Earn whenever a conversation is worth sharing.
