The Information Centre faced the challenge of managing massive, diverse scientific data while ensuring security, scalability, and cross-institutional collaboration. To address this, we developed an intelligent cloud platform featuring hybrid search, AI-driven data management, and secure federated sharing capabilities. The solution combines NLP-powered knowledge graphs, containerised architecture, and advanced analytics to enable efficient petabyte-scale data processing while meeting strict compliance requirements. This system significantly enhances research data accessibility and utilisation across the organisation.