To develop WiKatoni, an intelligent decision-support system, for energy sector engineering knowledge management using Large Language Models and a user interface to enhance knowledge retention, sharing, and utilisation. By employing Case-Based Reasoning, the project enables continuous learning and transparent decision-making, optimising data access, workflow practices, contract tendering, and client reporting.