Challenge

Commercial and operations teams viewed the same portfolio through different source systems. Manual exports and inconsistent entity definitions made routine questions slow to answer and difficult to reproduce.

Approach

The data model established shared definitions for properties, units, enquiries, leases and tenants. Scheduled pipelines separated raw source data from governed entities and reporting-ready measures.

  • Automated source ingestion
  • Conformed property and lease entities
  • Shared KPI definitions and ownership
  • Role-based portfolio and funnel views

Outcome

Teams can review leasing activity and rent trends through one controlled analytical layer. The emphasis is on repeatability and trust rather than another isolated dashboard.