A community of 100,000+ onboarded experts

Connecting verified experts with
work that values human judgment.

Huitla is the marketplace and infrastructure that sources, screens, and matches domain experts to paid, remote projects — for the market-research teams and AI labs that need real professional knowledge, verified before a dollar changes hands.

Vetted once, thoroughly Paid only when verified No cut of your time

For experts

Where expertise goes to work.

From a single profile to verified, paid projects — every engagement grounded in your real professional experience, scoped with terms defined upfront.

app.myhuitla.com/profile
RA
R. Alvarez Verified
Healthcare operations · 11 yrs
CredentialMHA · Advanced degree
VettingOne-time · Passed
Healthcare ops Revenue cycle Compliance
01 — Onboarding

Build a verified profile

Tell us the work you've actually done. Profiles are built around demonstrable professional experience — typically undergraduate-level expertise at minimum, with many projects calling for years in the field or an advanced degree.

Finance • Accounting • Healthcare ops • Engineering • Consulting • Product

matches for you
AI output review · Clinical
AI research lab
96% match
RemoteTerms upfront8–12 wks
Expert interview · Payor ops
Market-research firm
89% match
03 — Matching

AI-driven matching

Once you're accepted, our matching surfaces projects aligned with your skills — never a wall of irrelevant gigs. Work is remote, scoped with payment terms defined upfront, and grounded in what you actually know.

Skills-aligned • Remote-first • Scope & terms upfront

review · set the standard
Prompt · Specialized case
Model answer: "For a stage 3 appeal, submit the standard form within 30 days…" — is this expert-level and complete?
AccuracySpecialized
Completeness
05 — AI & human data

Evaluate AI, define the bar

Human-data companies and AI research labs pay experts to review AI outputs, define what expert-level work looks like in a domain, and handle the specialized cases that automated systems can't yet judge on their own.

Review AI outputs • Set the standard • Specialized cases

adaptive assessment · tailored to you
HuitlaYou listed revenue-cycle work. Walk me through how you'd resolve a denied claim with a missing prior authorization.
YouFirst I'd confirm the auth requirement against the payor's policy, then file a retro-auth with clinical notes…
Huitla
Adaptive62%
02 — Screening

A short, adaptive assessment

Complete a short, AI-led assessment or conversational interview tailored to your background. It adapts to your answers to confirm real depth — not trivia — and the vetting is one-time, so you're not re-screened for every project.

Conversational • Tailored to your background • One time only

study · expert interview
Voice-of-expert study
Market-research firm
Terms upfront
1:1 expert interview45 min
Structured survey20 min
Product feedbackscoped
04 — Engagements

Market-research projects

Market-research firms pay for interviews, surveys, and product feedback drawn straight from your day-to-day expertise. Engagements run from a single session to projects spanning weeks or months — and strong work earns invitations to ongoing engagements.

Interviews • Surveys • Product feedback • Weeks to months

payment · released on verification
Scoped
Submitted
Verified
Paid
Project — 6.0 hrs @ $78/hr$468.00
Platform cut of your time$0.00
Released on verification$468.00
06 — Payment

Verified-only payment

Compensation varies with expertise, complexity, and demand, and averages around $78 per hour. Payment is issued only once work is verified — and no intermediary takes a cut of your time. There's also a referral program: share job-specific links and earn bonuses.

~$78/hr average • Released on verification • No middleman cut

Study roster · Payor operations Live
240Screened
38Verified & delivered
100%Identity confirmed
ParticipantFieldStatus
JMJ. MensahHealthcare opsVerified
SKS. KapoorFinanceVerified
DOD. OrenManagement consultingScreening
LBL. BrandtSoftware engineeringVerified

For organizations

Source the panel, not the noise.

For market-research firms and AI labs alike, Huitla provides AI-led screening and the tools to recruit, screen, and deliver verified experts straight to your research platform — with clear insight into exactly who is participating in a study.

AI-led screening

Screening recruits and qualifies experts at scale, so the people who reach your study are already a fit for it.

Delivered to your platform

Verified experts are routed into the research platform you already use — recruited, screened, and ready to participate.

Insight into who's participating

See the fields, seniority, and verification status behind your panel — full transparency into the humans answering.

A panel built for quality

We obsess over the quality of the expert panel — one thorough, one-time vetting, not a revolving door of unvetted volunteers.

Talk to us about sourcing

Why Huitla exists

As AI takes on more routine work, expert human judgment doesn't disappear — it grows scarcer, and more valuable. Huitla is built on that thesis: to find the people whose knowledge still sets the standard, verify it properly, and route it to the organizations that depend on it.

Infrastructure for sourcing, screening, and matching human expertise.

Built to be trusted.

Trust is the product. Here's what we hold ourselves to — for the experts who supply knowledge and the organizations that rely on it.

  • 01 — Vetting

    Vetted once, thoroughly.

    Experts pass a single, rigorous vetting — not an endless gauntlet re-run for every project. Thorough one-time screening is what lets us stand behind the quality of the panel rather than the volume of it.

  • 02 — Fair pay

    Paid only when verified — no cut of your time.

    Projects are scoped with payment terms defined upfront, and payment is issued only once work is verified. Compensation is fair and verified-only, with no intermediary taking a cut of the expert's time.

  • 03 — Data

    Your responses are never sold.

    Assessment responses are not sold. The knowledge you share in screening stays yours — it exists to confirm your expertise and match you well, not to be packaged up and traded.

  • 04 — Boundaries

    Never used to train customers' models.

    Your assessment responses are not used to train customers' AI models. Where experts review AI outputs, the engagement is paid work with clear boundaries — not a backdoor to harvest your judgment for free.

  • 05 — Security

    A recognized security certification.

    Data protection isn't an afterthought. Huitla maintains a recognized security certification, backing the promises above with independently recognized controls over how information is handled.

Get in touch

Tell us what you need.

Whether you're an expert who wants to put your experience to work or an organization sourcing verified specialists, start here. Tell us a little about you and we'll route you to the right side of the marketplace.

Office — Huitla LLC
3278 Wilshire Blvd., Apt. 501
Los Angeles, CA 90010

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