AI
AI does the work
An agent files taxes, analyses a report, or drafts a contract—fast, efficient, at machine scale.
AI does the workHumans make it trusted
HumINT connects AI companies with credentialed domain experts to review, verify, and certify consequential AI outputs.
01 / THE PROTOCOLMachine speed.
Machine speed.
Human judgment.
Complex work needs more than logic. HumINT inserts accountable expert oversight directly into the AI pipeline.
An expert checks it
A credentialed professional conducts a real, substantive review. No rubber stamps.
It earns the seal
The approved output receives an auditable Human Checked record linked to the reviewer.
02 / IN ACTION
Your AI agent just filed your US tax returns
Here’s what happened behind the scenes.
A specialist AI completes the task
Handoff to a credentialed human expert
SM
Sarah M.CPA · New York · Tax specialist
“Reviewed deduction categories, checked compliance with current US tax law, and confirmed all figures match source documents. Verified.”
VERIFICATION RECORD#HM-001284
- Reviewer
- Sarah M.
- Credentials
- CPA · NY #11482
- Scope
- Full substantive review
- Timestamp
- 14:32:08 UTC
- Integrity
- SHA-256 linked
03 / THE SEAL
The mark your users will learn to look for
Every Human Checked seal links to a verification record—who checked it, their qualifications, the scope of review, and when. A quiet promise that a qualified expert stood behind the output.
Your expertise has a new market
AI agents are doing work that used to be yours. But they still need you—to verify, certify, and be the expert in the loop.
- Get paid to review work in your field
- Set your own rates and availability
- Build a reputation as a trusted verifier
- Work asynchronously, from anywhere
CPAs · Doctors · Lawyers · Engineers · Analysts
Join as an expert Ship AI products people actually trust
Your agent does great work. HumINT turns capability into confidence with expert verification embedded in your product.
- Integrate through one simple API
- Access a vetted expert network
- Display the Human Checked seal
- Increase trust, retention, and willingness to pay
JOIN HUMINT / 2026
Trust is the next frontier of AI.
Join the companies and experts building the accountable AI economy. HumINT is onboarding its first network participants now.
Everything you
need to know
01What is HumINT?
HumINT is a verification marketplace that connects credentialed domain experts with AI-powered services. When an AI agent completes a consequential task, a qualified human reviews the output for accuracy, compliance, and completeness before it reaches the end user.
02How does the verification process work?
An AI agent submits its completed work through the HumINT API. We route it to a vetted expert in the right domain, who performs a substantive review. Approved work receives a Human Checked seal linked to a verification record showing who checked it, their qualifications, and when.
03What types of experts verify AI outputs?
Our network includes certified public accountants, tax advisors, licensed physicians, attorneys, professional engineers, and financial analysts. Every expert is vetted for active credentials, professional licensing, and relevant experience.
04What is the Human Checked seal?
It is an auditable certification that AI companies can display on approved outputs. Each seal links to a tamper-resistant record containing the reviewer’s identity, professional credentials, scope of review, and timestamp.
05How do AI companies integrate with HumINT?
A simple API routes AI-generated outputs to the appropriate expert for review. The standard integration is one API call to submit work and a webhook to receive the verified result, with minimal engineering lift.
06Why do AI outputs need human verification?
AI systems can sound authoritative while missing factual, regulatory, or professional details. In high-stakes fields such as tax, healthcare, finance, and law, independent human oversight creates accountability and catches errors before they reach users.
07How can I join as a verification expert?
Credentialed professionals can apply to join HumINT through the expert form. Accepted experts set their own rates and availability, review work asynchronously, and build a public reputation as trusted verifiers.
08How long does human verification take?
Timing depends on complexity and domain. In a typical pilot scenario, a specialized AI completes the task in about four minutes and a CPA completes the substantive review in about twenty-five minutes.