Maanush builds voice, evaluation, and everyday-world datasets with verified contributors — in the languages, dialects, and contexts your models are missing. Every file consent-documented. Every contributor fairly paid. Every delivery quality-verified.
From a 50-hour starter dataset to large stratified collections — scoped to your languages, demographics, and timeline.
Natural speech in the world’s underrepresented languages and dialects — read and spontaneous — recorded with full consent, transcribed and quality-checked.
Real people across ages, regions, and languages judge your model's answers, so you know how it truly performs — not just on English benchmarks.
We find where your AI fails across languages and cultural contexts — before your users do. Findings delivered with severity and reproduction steps.
Consented recordings of daily tasks — cooking, shops, markets — for training the next generation of AI and robotics.
Building agents or robots? Tell us the human behavior your models need to learn — we design a custom game mission, and thousands of real people demonstrate it: step by step, consented, quality-checked.
Other vendors hand workers a boring form. We built a playful app people open every day — short game-like tasks, levels, streaks, and skill badges. And it's made for every person: voice-first tasks that need no typing, no English, no experience — a college student and an 80-year-old grandmother can both contribute in their own language. Every completed task is paid work. The result: contributors who come back daily, skills we can prove, and the age, dialect, and life-experience diversity no other vendor can offer.
Swipe to judge answers. Describe a photo aloud. 60-second tasks people genuinely enjoy — so they do them carefully, and come back tomorrow.
Contributors level up from simple votes to expert evaluation — each level earned by demonstrated accuracy, not a resume. Higher levels unlock better-paid work.
Daily streaks, badges, and friendly leagues keep our community active every single day — which means fast turnaround for your projects, at any scale.
Every contributor carries a performance record: accuracy scores, gold-check history, level certifications. You buy from proven skill — not anonymous clicks.
Play-style engagement, work-style payment: every payment a contributor receives is for completed work. No stakes, no entry fees, no chance-based rewards — ever.
Scraped data is cheap and risky. Ours is built the slow, right way — and that shows up in model quality and in due diligence.
Every recording carries documented permission, given in the speaker's own language — including voice-note consent for non-readers. Cloning-grade provenance.
Our contributors earn well above local market rates, on published terms, paid on time. Happy contributors produce better data — and your brand stays clean.
Gold-standard checks, multi-rater agreement, and per-batch quality reports. We show you the numbers behind every delivery.
Pilot-sized first projects welcome — most buyers start with a small paid pilot delivered in 2–4 weeks.
Language, data type, demographics, volume, timeline. We scope it and quote within days.
Our verified contributors produce the data; our system checks every single piece.
Delivered with a datasheet: consent class, demographics, and quality metrics included.
Speak in your mother tongue, compare AI answers, share everyday knowledge — small game-like tasks on your phone, whenever you’re free — five minutes or an hour — with real earnings to your account. If you can talk, you can contribute: no English needed, no typing needed, no experience needed. Open to everyone 18 and above — students, homemakers, farmers, retirees. Level up your skills, build your streak, earn certificates. We are onboarding our first contributor groups now.
Joining Maanush is always 100% free. We never charge fees or deposits — anyone asking you for money to join is a fraud. Report them to us.
Write to us for a free sample — audio, transcripts, and datasheet included. We reply within 24 hours.
Request a free sample