Collect
Raw audio, text or multimodal data.
HUMAN DATA INFRASTRUCTURE
Ground truth
starts with people.
HUMAN INTELLIGENCE↓
BETTER AI
Qualified multilingual human networks.
Built to create, evaluate and validate
the data behind better AI.
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01 / SIGNAL02 / HUMAN REVIEW03 / GROUND TRUTH ↗
THE HUMAN INFRASTRUCTURE BEHIND BETTER AIExplore capabilities
THE HUMAN DIFFERENCE
Models generate answers.
People establish
what is actually correct.
01 — OUR PURPOSE
AI is only as reliable as the data behind it. We connect language, context and human judgment to the systems that need them.
THE HUMAN DATA LOOP
Intelligence.
With people
in the loop.
Raw data → Human intelligence
Ground truth → Better AI
Annotate
Qualified native contributors create and refine labels.
Review
Quality systems verify consistency and accuracy.
Deliver
QA-approved ground truth enters the AI pipeline.
Evaluate
Model performance meets trusted human output.
Improve
Failures inform the next generation of high-value data.
↗ Back to collect. Better each time.OUR CAPABILITIES
Human intelligence.
Across the AI lifecycle.
THE LANGUAGE NETWORK
Native understanding.
Local context.
Language is more than translation. Accent, dialect, vocabulary and cultural context matter when humans establish ground truth.
Meet the networkes-ESfr-FRde-DEpt-PTes-MXfr-CHde-CHpt-BRes-ARfr-CAde-ATes-CO
DIFFERENT LANGUAGES. SHARED STANDARD.
QUALITY, BY DESIGN
Quality isn’t a final check.
It’s the system.
01Qualification
02Calibration
03Annotation
04Validation
05Human review
06Adjudication
07Accepted data
Contributors qualify before production. Project-specific guidelines establish a common standard.
Automated validation and human review work together. Review intensity can adapt to measured quality.
Ambiguous cases move to language specialists. Accepted data carries the context behind the decision.
FLEXIBLE CAPACITY
Capacity when
the data demands it.
Pre-qualified contributor pools, matched by language, locale, skill and availability. A workforce shaped around the project.
Qualified pool → Project matching → Active contributors → QA delivery
FOR THE PEOPLE BEHIND THE DATA
Help teach AI to
understand people better.
Your language. Your perspective. A place in the loop.
Remote, flexible, project-based opportunities.
No previous AI experience required for many projects.
Qualification-based access. Applying does not guarantee work or project hours.
BUILD ON HUMAN INTELLIGENCE