How Deutsche Bahn redefines forecasting using Chronos models – Now available on Amazon Bedrock Marketplace

Deutsche Bahn has revolutionized its forecasting process by adopting Chronos-Bolt, a time series foundation model available on Amazon Bedrock Marketplace. The solution addresses key challenges in enterprise-level time series forecasting.

• Previously, Deutsche Bahn had heterogeneous forecasting processes requiring significant manual effort
• Chronos-Bolt enables zero-shot forecasting with up to 250 times faster inference
• The model treats time series data like a language, similar to how LLMs generate text
• In test cases, Chronos models achieved superior accuracy compared to traditional statistical methods
• Deutsche Bahn is developing a company-wide forecasting service that reduces forecast preparation time from weeks to hours

The solution demonstrates how foundation models can democratize forecasting across organizations by making sophisticated predictions more accessible and efficient.