Case Study: NTT DATA boosts ML productivity and team morale with Comet

How Comet Became Integral to NTT DATA Group's Workflow

NTT DATA Group, a leading Japanese technology services and consulting company, needed a way to manage the growing complexity of its machine learning work. As its medical imaging projects multiplied, the team struggled to track and compare many experiments with different datasets, architectures, parameters, and evaluation methods, which began to hurt productivity and morale.

To address this, NTT DATA Group adopted Comet as its experiment management tool to better track models, reporting, and planning across ML projects. With Comet, the team says it reversed its productivity decline and improved productivity even beyond earlier periods with fewer projects, while also preserving team enthusiasm; NTT DATA Group now considers Comet embedded in its development process.

NTT DATA