Training Data
You Can Prove Is Human

Alien Work gives AI labs access to tens of thousands of verified real people — for egocentric video, RLHF, annotation, and any task that requires authentic human intelligence

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Network

Network

Tens of Thousands of Real People. Verified

Tens of Thousands of Real People. Verified

Alien Work operates a global contributor network spanning 100+ countries. Our Alien ID technology verifies that every contributor is a real, unique person — not a bot or duplicate. The network is growing rapidly as our capacity expands

Alien Work operates a global contributor network spanning 100+ countries. Our Alien ID technology verifies that every contributor is a real, unique person — not a bot or duplicate. The network is growing rapidly as our capacity expands

50,000+

Verified contributors

100+

Countries represented

Capabilities

Any Task That Requires a Real Human

Video, text, images, expert judgment, physical demos — if it requires a real person, we can collect and structure any data type

Egocentric (First-Person) Video

Real people performing tasks from a first-person perspective — cooking, assembly, navigation, tool use, and any scenario you specify. A high-demand data type for embodied AI and robotics

RLHF & Preference Data

Human rankings, comparisons, and evaluations of model outputs for alignment training. Annotators can be matched to any domain or knowledge area you require

Image & Video Annotation

Structured labeling of visual content at any level of granularity — from broad scene classification to fine-grained object and activity tagging

Text & Language Tasks

Classification, entity recognition, sentiment analysis, intent labeling, and content evaluation across a wide range of languages and domains

Custom Tasks

If your task doesn't fit a standard category, we design collection from your spec. We work from your brief and return structured, ready-to-use data

Pipeline

Pipeline

Raw Data Is Just the Start

Raw Data Is Just the Start

We don't just collect data — we enrich it to the level your pipeline requires, and guarantee quality before it reaches you

We don't just collect data — we enrich it to the level your pipeline requires, and guarantee quality before it reaches you

Annotation & Labeling

We apply structured labels and metadata to collected data according to your schema — turning raw human-generated content into training-ready assets

Custom Enrichment

Beyond standard annotation, we can layer on any additional data attributes your models need

Quality Assurance

Every dataset goes through rigorous quality controls before delivery. You receive data that meets your standards, not data you have to clean

Contact

Contact

Tell Us What You Need

Tell Us What

You Need

Every dataset starts with a conversation. Share what you're building, the scale you need, and any quality requirements — we'll come back to you within 48 hours

Every dataset starts with a conversation. Share what you're building, the scale you need, and any quality requirements — we'll come back to you within 48 hours

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