Case Study: NatWest Group achieves ML platform standardization and collaboration with Comet

NatWest Group - Leveraging Comet for ML Platform Standardization and Collaboration

NatWest Group, a leading UK bank serving over 19 million customers, was scaling its use of machine learning across fraud detection, customer engagement, and customer interactions. As its data science and ML teams grew, NatWest faced fragmented experiment tracking, inconsistent workflows, limited reproducibility, and challenges with governance and collaboration across a decentralized organization. To address these issues, NatWest Group turned to Comet for experiment tracking and model management.

Comet provided NatWest Group with a centralized platform for tracking data, code, models, and LLM experimentation, while also supporting model management, reporting, and an expanding Model Registry. By standardizing its ML platform with Comet, NatWest improved visibility, collaboration, reproducibility, and communication across teams, while creating a more scalable and enterprise-ready ML stack. The result was a more efficient development process and faster innovation as NatWest continued to expand from traditional ML into LLM use cases with Comet.

NatWest Group