Managing Multi-Sector Commercial Real Estate Portfolio Operations
The client is a prominent Private Equity fund with ownership across multiple senior living communities and commercial real estate assets throughout the United States. They generate and process vast data streams across internal and external platforms, including Salesforce for CRM, Yardi for property management, SQL/MySQL databases, and Birdeye for experience management.
Legacy Redshift pipelines caused reporting delays and security limitations
The legacy data environment created operational friction, high maintenance costs, and reliability issues across portfolio analytics.
- Complex Architecture: The existing Amazon Redshift setup was overly complex, slow, and increasingly difficult for engineering teams to maintain.
- Pipeline Failures: Legacy Apache Airflow and NiFi data pipelines frequently failed, resulting in delayed business reporting.
- Scalability & Governance Gaps: The legacy infrastructure lacked AI readiness, scalable compute allocation, and robust Role-Based Access Control (RBAC) capabilities required for enterprise governance.
End-to-end Snowflake migration with automated ingestion and dbt modeling
A modern cloud data platform was designed to replace Redshift, streamlining data flow from ingestion through transformation to business consumption.
- 01 / Cloud Warehouse Migration: Migrated core warehousing infrastructure from Amazon Redshift to Snowflake, establishing a scalable, multi-cluster data platform.
- 02 / Automated Ingestion Pipelines: Replaced brittle legacy extraction scripts with Fivetran to automate real-time data ingestion across Salesforce, Yardi, MySQL, SQL Server, and Birdeye into AWS S3 and Snowflake staging.
- 03 / Modern Data Transformation with dbt: Implemented dbt (data build tool) to establish clean Bronze (Raw), Silver (Transformed), and Gold (Business Analytics) data layers with automated testing and full lineage.
- 04 / Managed Power BI Support & Governance: Maintained ongoing management of the Power BI reporting environment, delivering interactive executive dashboards backed by enterprise-grade centralized RBAC.
Reliable reporting, reduced overhead, and an AI-ready data stack
Modernizing the analytics stack delivered immediate operational efficiency and established a trusted data foundation for portfolio decision-making.
- Accelerated Reporting: Delivered significantly faster, highly reliable query execution and automated dashboard refreshes for decision-makers.
- Lowered Operational Overhead: Reduced engineering time spent fixing broken pipelines through automated ingestion and transformation frameworks.
- Unified Source of Truth: Consolidated disparate property management, CRM, and customer experience data into a single, cohesive repository.
- Enterprise Governance & AI Readiness: Implemented centralized, role-based security access control (RBAC) while establishing a future-proof foundation for AI models and advanced analytics.