Scottish Power Energy Networks (SPEN) partnered with Capula and implemented InfluxDB, a time series database, to modernize its data historian systems and address future data storage needs. The collaboration aimed to improve system reliability, enhance decision-making processes, and prepare for increased data volume and requirements. InfluxDB provided a scalable solution for handling high volumes of diverse data types, enabling real-time data ingestion and processing. The new system significantly improved SPEN's data quality, reliability, and scalability, supporting its goal of achieving net zero carbon by 2050.