Automated Reporting & Analytics
A real estate management company spent 20+ hours per month manually compiling reports from multiple data sources. We built an AI system that generates comprehensive reports automatically.
The Challenge
The company managed 50+ properties and needed weekly performance reports covering occupancy, revenue, maintenance costs, and market trends. Data lived in 4 different systems (PMS, accounting software, maintenance tracker, market data feeds), and assembling reports was a manual, error-prone process.
Our Solution
We built an automated reporting pipeline that connects to all data sources, aggregates and validates data, generates narrative reports with AI-written insights, and distributes them to stakeholders on schedule.
- Data connectors for 4 source systems with automated sync
- Data validation and anomaly detection to catch errors before reporting
- AI-generated narrative summaries highlighting key trends and action items
- Customizable report templates per stakeholder group (owners, managers, investors)
- Automated distribution via email with PDF and interactive dashboard links
- Historical trend analysis with month-over-month and year-over-year comparisons
Results
Report generation went from 20+ hours per month to fully automated. Data accuracy improved as the system catches inconsistencies across sources. Stakeholders receive reports on Monday morning instead of Wednesday, enabling faster decision-making.
Tech Stack
Project Details
Timeline: 4 weeks
Cost: $6,500
Industry: Real Estate