Case Study: Forsight achieves 10X more AI experiments with ClearML

Forsight runs 10X more experiments with ClearML

Forsight, a company using AI to analyze CCTV feeds for safety monitoring on construction sites, faced significant MLOps challenges. Their team struggled with inefficient manual data labeling, a lack of experiment tracking, and managing complex, unbalanced datasets. They needed a streamlined, collaborative solution to handle their extensive computer vision model training without increasing headcount. They turned to the vendor ClearML for a solution.

ClearML integrated seamlessly with Forsight's existing TensorFlow environment by adding just two lines of code. The team adopted ClearML's open-source tools and later upgraded to ClearML Enterprise for enhanced data versioning and managed services. The results were dramatic: Forsight achieved a 10x increase in experiments run by the same team and scaled from managing thousands to millions of datasets without adding staff. The ClearML solution provided major cost-effective efficiency gains.

Forsight