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World-Class AI Data Evaluation

Build AI with Confidence

Fixensy provides rigorous, human-powered evaluation to ensure your AI models are accurate, safe, and fair. We bridge the gap between training and deployment.

Data Evaluation

Deep-Dive Evaluation

Our holistic approach covers every facet of model performance, ensuring you&aposre ready for mission-critical applications.

Model Validation

Human-led validation and assessment of data quality and model output.

Key Focus Areas

Training data validation
AI model evaluation
Error Categorization
Edge Case Discovery

Acoustic & Search

Specialized evaluation for speech data and search algorithm relevance.

Key Focus Areas

Audio/Speech data evaluation
Search relevance
Algorithm tuning
Fairness Auditing

Surveys & RLHF

Scaling human feedback through surveys and expert-led RLHF workflows.

Key Focus Areas

Surveys (via clickworker)
Human Feedback
Safety Guardrail Testing
Policy Violation Check

The Human Difference

Automated benchmarks only tell half the story. Our expert human evaluators uncover the complex nuances and subtle failures that machines might miss.

Human-in-the-Loop

Expert human evaluators provide the nuance that automated metrics often miss.

Explainable Metrics

Go beyond scores with qualitative insights into why your model is failing.

Continuous Feedback

Iterative evaluation cycles that help your model learn and improve over time.

RLHF

Reinforcement Learning from Human Feedback

We specialize in RLHF workflows to align LLMs with human values and intent, significantly improving model helpfulness and safety.

Learn about our RLHF process

Audit Your Model Performance Today

Request an Audit