Human intelligence infrastructure for high-stakes AI systems
We operate a controlled human evaluation layer that integrates directly into model development and production workflows.
You’re in great company
Click Raven is a human-in-the-loop intelligence system for AI teams.
We design, manage, and quality-control evaluation workflows that improve real-world model performance — combining trained evaluators, task orchestration, and continuous quality monitoring in a single operational platform.
Built by operators who’ve run distributed teams and delivered production-critical data, Click Raven is designed for reliability at scale.
Quality. Scale. Trust.
- Human evaluation, where it matters
- Factual accuracy & hallucination detection
- Safety & policy compliance
- Medical & legal claim verification
- Reasoning depth & step validity
- Clarity, usefulness & completeness
- Retrieval grounding (docs, citations, sources)
What we do
Content & Response Evaluation
Human review of AI outputs for accuracy, clarity, and usefulness. Catch errors before they reach users.
Model Training & Feedback
RLHF-style preference data and response comparisons to improve model behavior and alignment.
Real-World Training Data
Task demonstrations and embodied AI data from diverse environments for robotics and physical AI systems.
How it works
- You define the task and quality standards
- We run a small paid pilot to align on quality
- We scale delivery with consistent quality control
- You receive clean, reviewed data ready to use
- Fast pilots. Reliable quality. Transparent process.
Who we work with
AI research teams
Model training startups
Search and content platforms
Robotics companies
Applied AI product teams
Our approach
- Quality First – Multi-rater consensus, performance tracking, and continuous quality monitoring.
- Operational Excellence – Clear processes, fast turnaround, reliable communication.
- Real-World Diversity – Evaluators and training data from environments most AI systems haven’t seen.