Data annotation
Label and structure text, images, audio, and other project data according to your guidelines.
Human insight and
high-quality data
for better AI.
Support the development and improvement of your AI systems with structured data services, human evaluation, and dedicated global project teams.
Discuss your AI & Data project ↗AI response evaluation
Review AI outputs for relevance, accuracy, instruction following, and other project-specific criteria.
Human feedback & preference ranking
Compare responses and capture human judgments using clear rubrics and calibrated review processes.
Multilingual AI evaluation
Coordinate qualified language contributors to review responses for meaning, context, and language quality.
Data collection & validation
Collect data around defined requirements and check it for completeness, consistency, and suitability.
AI output review
Bring human review into AI workflows where context and judgment are needed.
MANAGED GLOBAL TEAMSThe right team.
The right team.
A structured process.
We source, assess, hire, train, calibrate, and manage dedicated contributors around your project's skills, language needs, guidelines, and expected volume.
Avenris stays involved in task coordination, quality assurance, feedback, and delivery. Together, we define the scope, review standards, and handoff requirements before work begins.
Source & assessHire & trainCalibrateManage & QA
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