Data is key to financial institutions' value regeneration and business reconstruction. Facing business growth and user behavior changes, financial institutions need to build a real-time and intelligent data platform to support data sharing, visualization, model analysis, scenario-specific innovation and service development. This platform will also accelerate digital business expansion, improve marketing service efficiency, and reduce financial risks.