Interview
Customer interviews, surveys, street interviews and qualitative research.
Task → Capability → Verified Human
The operating system for verified human judgment.
Describe an outcome in natural language or send a structured API request. HumanOS translates it into an approved capability, dispatches verified Humans, and returns evidence-backed results.
Try describing
Identity-verified operators
Proof-backed on every task
Escrow-protected payments
The HumanOS layer
Where software ends, human agency and judgment begins.
The API is the execution layer. Underneath, HumanOS interprets natural language or code payloads, maps them to human capabilities, and deploys verified ground-truth operators in the real world.
Create
UGC, social content, product videos and brand content.
Research
Market research, field research, mystery shopping and data collection.
Present
Hosts, presenters, moderators and spokespeople.
Promote
Brand ambassadors, activations and field marketing.
Test
Product testers, app testers and user research participants.
Evaluate
Vetted human panels for model audits, red-teaming and agent sandbox testing.
Verify
GPS-tagged, proof-backed physical ground truth to counter synthetic deception.
Label
Human filtering, qualitative labeling and RLHF data hygiene for learning systems.
The Physical Agency & Alignment Layer
Give your AI agents physical agency. Give your safety teams real-world ground truth.
AI labs, third-party evaluators and agent frameworks query HumanOS programmatically to deploy vetted workers, verify reality and return evidence through real-time webhooks.
METR-style auditingContinuous red-teamingSandbox monitoring
POST /v1/evaluators/deploy
{
"task_type": "ground_truth_verification",
"location": "Lagos",
"verification_protocols": ["gps", "proof_of_human"],
"webhook_url": "https://your.app/events"
}The API for physical agency
Give your software and AI agents a physical body.
When an AI agent or enterprise workflow hits a physical-world limit, use the HumanOS API to process a task payload, dispatch verified Humans, deploy workers, and return structured proof of completion.
HITL workflowsRLHF data gatheringAgent execution
deploy-task.sh
curl https://api.usehumanos.work/v1/tasks/deploy \
-H "Authorization: Bearer $HUMAN_OS_KEY" \
-d '{
"capability": "field_research",
"location": "London",
"verification": ["gps", "proof_of_human"],
"webhook_url": "https://your.app/events"
}'Dispatches verified humans and streams proof-backed completion events to your webhook.
Verified capacity
What a deployment looks like.
HumanOS matches tasks to assessed capability, not public gig profiles. These examples show how work is shaped by skill, market, and proof requirements. Real operators stay private until a task is assigned.
Example deploymentField interviews
Customer interviews, street surveys, and qualitative panels with GPS-backed check-ins.
Identity verifiedCapability assessedProof of location
Active markets
New York · London · Lagos
Example deploymentUGC & content creation
Short-form video, product demos, and brand content produced by assessed creators.
Identity verifiedPortfolio reviewedProof of human
Active markets
London · Berlin · Remote
Example deploymentMarket research
In-store observation, mystery shopping, and competitive field research with structured evidence.
Identity verifiedCapability assessedEvidence upload
Active markets
Berlin · Paris · Amsterdam
Task → Capability → Human
From task to approved capability to verified capacity.
Describe the outcome in natural language or send a structured deployment request through the HumanOS API. Both routes map the need to an approved capability, match only assessed capacity, and return proof-backed results.
“Interview 100 customers.”
INTERVIEW↓5 matched interviewers↓Deploy tomorrow
“Create 20 authentic TikTok videos.”
CONTENT CREATION↓10 matched creators↓Deploy this week
“Test our app with 50 people.”
PRODUCT TESTING↓50 matched testers↓Deploy now
TASKCAPABILITYMATCHINVITEDEPLOYPROVECOMPLETE
Path 2 | Deploy a task
Describe the outcome. We deploy verified capacity.
Submit requirements in plain language or through the API. HumanOS maps the work to an approved capability, matches assessed operators, and returns proof-backed results.
Example task
Need 5 interviewers tomorrow
Interview 100 customers across New York, London, Lagos or Berlin. We return five assessed interviewers with approved field-research skills.
5 people1 dayNew York
$600 / person
For teams that need more
Human capability, at enterprise scale.
Give your organisation a reliable layer for sourcing, verifying and deploying Humans across markets, projects and teams.
One operating layer
01
Describe the work
Turn business needs into clear task requirements.
02
Deploy trusted Humans
Access verified capability wherever the work happens.
03
Measure the outcome
Keep a record of performance, reliability and results.
Exercise Human Judgment
Your judgment. Your time. Your rate.
HumanOS lets you turn verified human judgment into opportunities. Create a profile, set your rate, and decide when you're available.
Availability
Tomi's calendar
October 2026
Bookings update live
Built for AI labs, agent platforms, and third-party safety evaluators who need real-world, human-verified ground truth.
The physical layer for AI
When automation hits the real world, HumanOS deploys the human.
AI systems are powerful, but physical presence, lived experience, contextual empathy and authenticity still require people. HumanOS is the human execution and ground-truth layer that technology companies, AI labs and enterprises can plug into.
Proof of Human
Verified people, locations and task completion create a trustworthy signal in an increasingly synthetic world.
Non-automatable capability
Physical audits, vox populi, in-person observation and human judgment where reality matters.
Ground truth
Localized evaluation and field data that help AI systems understand what happens beyond the screen.
Proof infrastructure
Every deployment leaves a trusted signal.
HumanOS makes physical work observable, verifiable and ready for software systems to act on.
Proof of location
Cryptographic and GPS signals verify where work happened.
Data quality
Automated anti-fraud checks protect every result.
Live webhooks
Stream task events directly into your systems.
Instant payouts
Pay verified Humans automatically when work is complete.
Verification & Trust Protocol
Infrastructure your safety team can inspect.
Cryptographic GPS & physical proof-of-work
Evidence that a verified person was present and completed the task.
Anti-fraud & data hygiene
Human review and quality controls protect evaluation datasets.
Instant webhook dispatch
Send deployment, evidence and completion events into your systems.
Worker payouts & compliance
Automated payout records and operational checks for every deployment.
HumanOS Research
The infrastructure behind human work.
We study the signals, systems and people that make on-demand capability possible.
The Capability Index
A field guide to the capabilities companies need most, and where they are found.
The Human Work Report
Original research on the changing shape of flexible, on-demand work across America, the UK and Europe.
Task Signals
How natural-language requests reveal the skills, context and constraints behind a task.
Vacancies at HumanOS
Help build the operating system for human capability.
We are a small, ambitious team building a new category of technology. Bring your craft, curiosity and conviction.
The API for physical agency and human judgment.
HumanOS gives AI agents and modern software the physical presence, real-world context, and human verification they can't generate on their own.