Case Study: Grin achieves faster, reliable AI evaluations for remote oral care with ClearML

GRIN speeds 100-scan 3D TxTracker evaluations with ClearML

GRIN, a company revolutionizing oral healthcare with its teledental platform, needed to perform large-scale, rigorous evaluations of its AI models to ensure accuracy and reliability before each release. Their challenge was balancing these computationally intensive evaluations, which took 45 minutes per scan, with the need for fast development cycles. They turned to ClearML's AI Development Center and Infrastructure Control Plane to help manage this process.

Using ClearML, GRIN implemented an automated workflow that dynamically scaled its evaluation jobs on cloud infrastructure. This solution allowed them to process their entire dataset of over 100 scans in parallel, minimizing delays without compromising thoroughness. As a result, GRIN maintains its commitment to rigorous testing and traceability for features like its 3D TxTracker, ensuring high performance standards and releasing updates quickly to maintain user trust. ClearML enabled this balance of speed and responsibility.

GRIN