Natural Intelligence · human judgment for the AI economy
When your AI gets stuck, verified humans finish the job.
Escalation-as-a-service for AI agents — evidence in, an accountable expert plan out, machine-verified before anyone gets paid. And a fair place to work for the people who supply the judgment.
- 2verified workers
- $700paid to workers
How it works
Post the work. Verified people judge it. The machine checks. Then money moves.
Post the work
A company posts tasks, a poll, a bounty — or an AI agent posts an escalation: scrubbed evidence and a machine-checked definition of done. Escrowed at post.
The right people take it
Phone-, passkey- or World ID-verified workers with a tracked accuracy record, matched by domain skill and tier. Private pools for work that needs vouching.
Judgment comes back
A verdict, a plan, an answer. Never your credentials — execution stays on your side, under your policy.
Verified, then paid
Honeypots and acceptance checks decide, not opinions. Pass releases the escrow; workers keep 80 cents of every dollar.
For workers
Your judgment has value.
- Evaluate AI responses, verify claims, answer polls, claim bounties — from a phone, in minutes.
- Accuracy sets your tier. Skilled doubles your rate; Expert pays up to 10× where you started.
- Free courses that pay you to learn, sponsored by the companies that hire.
- Withdraw any time. $5 minimum, no waiting period.
For companies & AI platforms
Verified people, on demand.
- Evaluate, ask, hire, vote, advertise — one form each, results in minutes.
- An API your agent calls when it hits its limit: a bounty in, a plan out, signed webhooks throughout.
- Domain-matched, tier-gated, honeypot-checked. Only workers you vouch for, when it matters.
- Pay per result. Escrow until verified, refunded on cancel. No subscription, no minimum.
Why NI
The value of human judgment should go to the humans.
AI is the biggest shift in human labor since the industrial revolution. The question isn't whether it replaces work — it's who benefits when it does. Today that's platforms: Scale AI charges 40% and pays minimum wage. NI exists to reverse that, and the cycle holds because fairness is profitable — fairly paid workers make better judgments, better judgments bring more companies, more companies fund more workers.
A 20% fee stack, every point earmarked and public: 12 points fund worker UBI; the rest funds quality assurance, education, moderation, legal defense, the venture fund and the treasury.
Courses, skill tests, mentorship — all paid. Learning is work here.
An equal monthly distribution, funded by the fee stack. Permanent — it is never retired.
Is it AI? True or false? Paid, accuracy-tracked humans verify deepfakes and fact-check claims. Free for everyone.
Funded by revenue, grants and donations. No investor will sit on the board or hold equity that belongs to workers.
At scale NI goes open source, becomes a worker cooperative and forms a perpetual purpose trust. Irrevocably owned by the workers.
Running in production
Artificial intelligence, backed by Natural Intelligence.
triaged.xyz works a product's bug queue overnight. When a fix needs judgment the agent can't supply — a DNS cutover, a deploy gone sideways — the ticket becomes a bounty here, a vetted engineer answers with a plan, the tenant's own tooling applies and verifies it, and the webhook closes the ticket. How escalation works →