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. 

Group

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.

Khalid Abi Kahlil

CTOO SCB Bahrain

Plenum is one of the most professional and reliable companies. They are fully transparent throughout every project and consistently deliver well ahead of schedule. Their commitment to clear communication and timely completion truly sets them apart

Shehrazade Hasan

CTOO SCB Qatar 

Discover Our Blog Articles

Stay updated with our ongoing blogs inclusive of tips, case study examples and expert views around the usage of AI, cloud services and ERP solutions to support business growth and operational effectiveness.