Project portal
Perle Labs
Perle Labs, founded by Scale AI veterans, runs an open contributor app where accuracy builds an onchain reputation that unlocks higher-value work. Here is what people actually do with it, gathered from 4 solved problems and 1 Unlock.
Uses the community found
what people really do with it
The under-marketed use is a portable work record: an onchain accuracy score is proof of skill a labeler could show any future AI data client.
from: Label data that trains AI and get rewarded for accuracy →
Unmarketed uses
the oh! list
A first online job for people without CVs.
from: Get paid for my data →
Where it matters
who needs it most
students in Nigeria, India and the Philippines: Many cannot get formal online work without paperwork.
from: Get paid for my data →people with old laptops: Spare hardware can run a bandwidth node.
from: Get paid for my data →bilingual speakers: Labelling in less common languages is often scarcer.
from: Get paid for my data →students in Lagos and Manila: Spare hardware is common and paid online work is scarce.
from: Put my old laptop to work →retirees: A set-and-forget app fits a quiet routine.
from: Put my old laptop to work →households with unlimited home internet: The bandwidth is already paid for every month.
from: Put my old laptop to work →students in Nigeria and Kenya: Phones are common, laptops are not.
from: Earn online with only a phone →parents at home: Short sessions fit around care.
from: Earn online with only a phone →commuters: Short sessions fit travel time.
from: Earn online with only a phone →students: Labelling and teleoperation build skills AI teams hire for.
from: I only have a phone and spare time →people in low-cost regions: Small dollar payouts go further, and location can matter for bandwidth.
from: I only have a phone and spare time →night-shift workers: Passive bandwidth runs while you work.
from: I only have a phone and spare time →
Token utility ideas
a job for every holder, not a price
No token ideas yet. Claim the portal and add yours.
Build on it
free ideas, take them
A quality coach that checks a labeler's answers against the labelling guidelines before submit and explains common mistakes.
from: Label data that trains AI and get rewarded for accuracy →A dashboard that tracks points and claim windows from all data networks in one place, with deadline reminders.
from: Get paid for my data →A dashboard that runs and monitors several DePIN apps on one old laptop, showing uptime, points and claim deadlines.
from: Put my old laptop to work →A phone-only feed of earning routes with time estimates and the mobile data each one uses.
from: Earn online with only a phone →A Node Diary for phone earners: one page showing each app's real payout per hour, from your own logs.
from: I only have a phone and spare time →
Solutions that use Perle Labs
Support desk
Ask a curator about Perle Labs
A human from the House reads every question. Curators answer in plain words and say when they do not know. They will never ask for your seed phrase or keys.
Perle Labs's curators
No curator yet. Know Perle Labs well? Become its curator: keep this portal true, answer its questions, and earn points and a place on the board.
Reward real users through the House
For founders. Reward campaigns reach people who actually used Perle Labs, verified by what they did in the House, not bots or wallets farmed by scripts. You set the reward and who it is for. The House never promises users a reward; it only routes yours to the people who earned it.
Is this your project? Claim this portal to correct anything and add the uses you see.
A Room for Perle Labs
Claiming this portal is free. A Room adds people and insight on top. How Rooms work. From $299 USDC a month (founding prices, october 2026).
Portal
Free, always
- Claim your portal and correct anything on it
- List the uses you see
- Answer questions people ask about you
- Appear in solutions where you genuinely fit
Room
Everything free, plus
- Curators staffing your support desk
- A "uses you never marketed" report
- Bridge introductions to projects and places that need you
- Priority placement in matching solutions, always labelled
- Engine answers that mention your project accurately
Request a Room
For the Perle Labs team. The House team replies personally.
Some links are referral links; they never change what we recommend.