90%
Validation Accuracy
10M+
Rental Listings
100s
Cities Supported
80%
Reduction in Operational Costs
About Our Client
A leading provider of short-term rental market intelligence that helps real estate investors and property managers make informed investment decisions by analyzing more than 10 million rental listings worldwide. Its platform delivers insights into pricing, occupancy, revenue potential and competitive market performance across global rental markets.
As the platform expanded into new markets, maintaining accurate and up-to-date market intelligence became increasingly difficult. Two business-critical workflows relied heavily on manual research.
- Keeping market regulations up to date. Every city has its own licensing rules, zoning restrictions, and compliance requirements, all of which change frequently. Analysts spent countless hours reviewing municipal websites, interpreting legal documents, and verifying updates before new information could be published.
- Accurately identifying property locations. Since listing platforms intentionally obscure property locations, analysts had to compare images, maps, and publicly available information to determine where a property was actually located.
While these manual processes produced reliable results, they were expensive, time-consuming, and difficult to scale as the volume of listings continued to grow.
Tarams designed an AI-powered automation platform to automate both research workflows while improving accuracy, efficiency, and scalability.
To keep market regulations up to date, we developed an intelligent document analysis solution capable of reading complex municipal regulations, extracting relevant information, validating responses, and providing supporting references. Multiple AI models worked together to improve consistency while reducing the need for manual verification.
For property identification, we built an AI pipeline that combined computer vision with intelligent web data extraction. By analysing listing images alongside publicly available information, the system could accurately identify and validate property locations that previously required significant manual effort.
Rather than replacing analysts, the platform automated repetitive research tasks, allowing teams to focus on validating insights and improving overall data quality.
- Retrieval-Augmented Generation (RAG)
- Large Language Models (LLMs)
- AI-powered Regulatory Intelligence
- Computer Vision
- Intelligent Web Data Extraction
- Geospatial Validation
- Automated Data Quality Assurance
The AI-powered automation platform delivered measurable business outcomes
- 80% reduction in operational costs by automating manual research workflows.
- 90% validation accuracy for regulatory intelligence and property identification.
- Scaled operations across hundreds of cities and millions of rental listings.
- Accelerated the delivery of current market intelligence to customers.
- Enabled the introduction of richer data products and expanded reporting capabilities.
By replacing labour-intensive research with AI-powered automation, Tarams enabled the client to scale market intelligence without sacrificing accuracy or data quality.
The solution provides a foundation for continuous expansion into new markets while allowing analysts to focus on higher-value work instead of repetitive research.
Want to work with the right partner for your business?