Our Objective
Our client, a leading Commercial Real Estate (CRE) intelligence firm in Canada, required accurate and comprehensive property appraisal and valuation data to strengthen their market analytics platform. They wanted to automate the data collection process to ensure faster, more reliable insights for their valuation models and client reports.
Challenges We Faced
The client faced significant challenges while managing and collecting large-scale appraisal and valuation data.
- Unstructured data sources: Property and appraisal data were scattered across multiple provincial and municipal sources.
- Data accuracy issues: Many listings contained incomplete or outdated valuation figures.
- Volume and complexity: Managing and cleaning large datasets while maintaining data integrity posed a major challenge.
- Time constraints: The client needed a quick turnaround to meet their product release deadline.
How We Solved It
Computyne implemented a specialized appraisal and valuation data mining workflow tailored for the CRE sector.
- Targeted data mining: Using advanced web scraping and mining techniques to extract key data points such as property type, valuation ranges, location, and sale history.
- Data normalization & enrichment: Standardized all records, removed duplicates, and enriched datasets with verified market and geolocation data.
- Automated workflow: Built an automated pipeline for continuous data collection, transformation, and validation.
- Quality assurance: Conducted multiple verification cycles to maintain over 98% accuracy across all datasets.
Results Achieved
- Delivered a comprehensive, verified dataset of over 150,000 commercial properties.
- Improved data accuracy and consistency by 35% compared to the client’s previous datasets.
- Reduced manual data entry efforts by up to 60% through automation.
- Enabled faster, data-driven valuation insights and property trend analysis for the client’s users.
Why Choose Computyne?
Computyne provides specialized data mining and valuation support for real estate enterprises. From automated extraction to advanced data enrichment, we deliver reliable and scalable solutions tailored to large commercial property datasets.
- Proven expertise in data mining for the real estate sector.
- Custom automation solutions designed for large-scale data operations.
- Dedicated quality control ensuring accuracy and timeliness.
- Cost-effective services without compromising data precision.
Computyne transformed the way we collect and process appraisal data. Their mining and enrichment solutions have made our platform significantly more accurate and efficient.