Centaur.ai delivers high-quality human judgment for robotics teams—labeling sensor data, task outcomes, and edge cases to improve perception, safety, and autonomy in the real world.
Trusted by AI leaders from startups to enterprises
Reinventing robotics & manufacturing with AI-enabled solutions.
Centaur enables teams to label complex multi-modal data, supporting object detection, environment parsing, and temporal modeling.
LiDAR, camera, and depth data classification
Movement and object tracking across frames
Task outcome evaluation to assess and learn from real-world performance
Support collaborative robotics by assessing the quality of human-robot interactions in shared spaces.
Reviewers evaluate timing, responsiveness, and safety from a human perspective.
Intent recognition and action alignment
Social comfort & space adherence
Handoff and timing evaluation
Bridge the gap between training and deployment by evaluating model behavior in simulation vs. physical environments.
Reviewers tag inconsistencies and validate performance across settings.
Sim-to-real QA for navigation or grasping
Discrepancy detection in visual or action output
Labeling model failures for retraining loops
From start-up to scale up, we support your data annotation needs throughout the AI lifecycle.
“We were able to use the disagreement between labelers to convert categorical labels into a continuous metric. That’s ultimately the training data we used and it was only possible because of the 20+ opinions we could gather from Centaur.ai on each piece of our data”.
“Working with Centaur.ai to annotate data is better in every way than our prior system. The annotations are more accurate, more affordable and the system is easier for our team to manage."
We deliver unmatched accuracy, speed, and scalability—helping you ship better AI, faster.
Access millions of annotations weekly from a network of thousands of experts, taking models from exploratory analysis to deployment in weeks, not months.
Experience how label quality is built into the Centaur.ai system, with frequent performance measurement and pay-for-performance incentives.
Leverage more reliable statistical information to inform your algorithm training plan.
Worry less with leading privacy and security capabilities.
Lean on Centaur.ai expertise as the premier annotation company leveraging collective intelligence to ensure quality.
From individual types to multimodal solutions, get all of your annotation needs in one single platform.
Explore
Powering innovation across the world with superior quality data annotation.
From chatbots answering patient questions to expert review of LLM outputs.
From software as a device to next-generation AI-enabled hardware devices.
From accelerating drug discovery to leveraging real world evidence.
From accelerating claims processing and reimbursement, to improving customer service.
From skin matching AI for cosmetics, to AI-enabled wellness applications.
