This technical case study documents the Scottish Environmental Protection Agency's (SEPA) implementation of Spotfire analytics to enhance its environmental data management and decision-making processes. SEPA is responsible for protecting Scotland's environment through regulation and data analysis. The agency faced challenges in integrating diverse data sources and sought a unified analytics platform. The case study outlines SEPA's two-year trial of Spotfire, which demonstrated significant benefits in data retrieval, analysis, and visualization. It describes how Spotfire's capabilities facilitated the development of various analytical tools, leading to increased efficiency and collaboration among staff. The case study categorizes Spotfire's applications into three use cases: data verification, analysis and decision-making, and reporting and dashboards. It highlights the substantial time savings achieved through the adoption of Spotfire, with over 80% of SEPA staff utilizing the platform for their daily operations. Additionally, the case study details specific tools developed for data analysis and quality verification, showcasing the impact of Spotfire on SEPA's operations.