Built for the Future of AI
Our process is not static—it evolves with every project. We integrate feedback loops to continuously refine our labeling guidelines and improve model performance for our clients.
Learn More About Lidar LabsA rigorous, battle-tested 5-step process designed for high-stakes AI applications.
We perform an in-depth dive into your project specs, labeling guidelines, and edge cases. Our technical leads work with your engineers to define the "Ground Truth" for your specific use case.
We design a bespoke annotation workflow, select the optimal workforce (Generalist vs. Domain Expert), and setup the technical infrastructure for data ingestion.
The labeling begins. Using human-in-the-loop (HITL) processes and specialized AI assistance, our teams produce high-precision data with consistent labeling quality.
We don't just "spot check". Every data point goes through a recursive verification system including peer reviews and automated sanity checks to maintain 99%+ accuracy.
Finalized data is delivered via secure, encrypted channels in your required format. We provide detailed reporting on data distribution and quality metrics.
Our process is not static—it evolves with every project. We integrate feedback loops to continuously refine our labeling guidelines and improve model performance for our clients.
Learn More About Lidar Labs