Technology
AI-infrastructure for modern housing finance - powering the next era of real estate automation
Comprehensive & Accurate data for valuation use cases
We standardize and curate real estate data from a large number of sources to a single RESO 2.0 compliant model. Rich AI-models enrich the data using computer vision and natural language processing to improve accuracy.
Computer Vision for Property Insights
Our deep learning AI models analyze over 2.1 billion property images to extract condition, quality, and property feature information. Such actionable insights are embedded directly in valuation & automation workflows to enable smarter decisions.
Appraisal Digitization using OCR & AI
Convert any PDF Appraisal doc to MISMO XML. Image processing, OCR, and deep learning come together to convert PDFs to MISMO XMLs and extract images out of the PDF for image recognition. Support for first / second generation docs for 1004, 1073, 1025, 1007, and Desktop/Hybrid appraisals.
1st or 2nd
Generation PDFs
Image Extraction
& Analysis
LLMs & NLP for data enrichment & bias detection
Real-time Natural Language Processing helps appraisers avoid bias & other language related pitfalls – reducing unnecessary revisions. LLMs drive data enrichment from remarks and also embedded into applications for productivity gains.
Automated Floor Plan analysis
Analyze any floor plan to help an appraisal reviewer or the appraiser to ensure compliance. Count the number of rooms, identify ADUs, extract the total living area by floor, and ensure ANSI compliance of the floor plan.
Geospatial analysis for every property
Property values are influenced by various factors around its location. Geospatial models analyze every property for nearby features such as railroad track, power lines, water bodies, flight paths, and more. These data points are added to every comparable to ensure valuations account for them.
Over 35 metrics for properties & markets
We compute numerous metrics for every property and market updated each month. Metrics include House Price Index (HPI), Inventory Analysis (1004MC), Market Trends (prices, volumes, etc.), Cap Rates, and a lot more.
Appraisal Copilot using Agentic AI
Our R&D in AI combined with LLMs helped us build our first MCP (model context protocol) servers that help our copilot not just answer questions but assist appraisers to get their work done – populate appraisal forms, search for comps, apply initial adjustments, and more.
