Language quality review
Review outputs for fluency, grammar, clarity, naturalness, and other language-specific criteria.
MULTILINGUAL AI EVALUATION
Language quality needs human context.
Avenris coordinates qualified language contributors to evaluate AI outputs for meaning, context, fluency, instruction following, and project-specific quality criteria.
Discuss your projectMeaning & context
Evaluate whether responses preserve intended meaning and make sense within the requested context.
Localized judgment
Bring linguistic and cultural context into reviews where project requirements call for local understanding.
Instruction following
Assess whether responses follow the requested task and constraints in the target language.
Cross-language consistency
Support workflows that compare quality or consistency across languages using shared project guidance.
Contributor coordination
Source and coordinate language contributors around defined language, skill, and quality requirements.
MULTILINGUAL DELIVERY
Consistent guidance across languages.
We coordinate language requirements, contributor calibration, review criteria, quality checks, and delivery around the needs of each project.
Define
Align on languages, locales, task types, rubrics, volume, and quality requirements.
Source & calibrate
Match qualified language contributors and calibrate them against project guidance.
Evaluate
Run multilingual review workflows with structured criteria and feedback.
Review & deliver
Apply quality checks and prepare the agreed outputs across languages.
PROJECT FITBuilt around your
Built around your
requirements.
Scope, reviewer requirements, languages, criteria, volume, quality processes, and delivery are defined around the needs of the project.
- Defined criteria
- Qualified contributors
- Calibration
- Quality review
- Structured outputs
- Managed delivery