Our multimodal automated valuation models are built upon years of research and academic publications. We combine over 50 data sources and signals with state-of-the-art cleaning and advanced models to arrive at our price estimates. Our AVM solutions go well beyond measuring a single point of expected transaction price. We take inspiration from a wide array of academic fields to build custom solutions for individual needs. Our foundational models are constantly refined to deliver state of the art performance. If your organisation has real estate data but no custom models, quantitative tools or actionable insights, get in touch.

We are experienced in building accurate, reliable, near real-time market indices. Our custom solutions are built on solid econometrics and time series forecasting. We combine academic rigour with real-world limited data availability to deliver robust and valuable insights. We have the knowhow to build market monitoring and forecasting solutions for specific business needs. Find out how reducing the delay between dynamic market evolution and high fidelity signal availability impacts your business processes and window to operate.

We offer a wide range of boutique risk tools for our clients. Our expertise lies at the intersection of research frontier real estate valuation and structured fixed income products. Our models take into account a broad range of factors and dynamic market conditions. We measure the impact from idiosyncratic to systematic market shocks on both mature and developing real estate portfolios. We build on 15+ years of experience at the heart of London fixed income risk desks to measure the exposure in real-estate portfolios. We perform on request scenario analysis for large institutional portfolios and determine the optimal hedging strategy.