AI-Driven Property Valuation – Automated Valuation Model (AVM)
Developed an ML-powered rental AVM system to estimate property values and flag anomalies for a leading financial institution.
The client needed an AI-based valuation tool to bring consistency and transparency to rental benchmarks used for credit and pricing decisions.
Business Challenges
- Manual valuation processes prone to inconsistency
- Limited comparables for non-standard properties
- Delayed TAT on rental estimation
Plenum’s Solution
- Built AVM engine using regression and anomaly detection (VAE)
- Trained models using multi-emirate property data sets
- Enabled Power BI dashboards for rental benchmarking and validation
Key Capabilities Used
- Automated Valuation Engine
- Anomaly Detection
- Geospatial Analytics
- Interactive Dashboards
Outcomes & Impact
Reduced valuation time from days to minutes
90%+
Achieved pricing accuracy in 4 geographies
30%
Flagged of properties for validation or review
Technologies
Implemented
Supabase
Next.js
BigBlueButton
Kahoot
Flutter
Whatsapp API
What Our Clients Say
As an ERP company, Plenum is trusted by professionals for insight-driven design, branding, and innovation.
Plenum showcases deep knowledge and a thorough understanding of every project they undertake. Their expertise allows them to anticipate challenges and provide effective solutions, ensuring smooth progress. This strong foundation, combined with clear communication, enables them to deliver high-quality results well ahead of schedule.