https://techcrunch.com/2018/07/16/proportunity/

Proportunity, a London-based startup and Entrepreneur First alumni, wants to help first time buyers get on the property ladder earlier or purchase a home more to their liking.

The company, which recently became an FCA authorised mortgage lender, claims to use machine learning to accurately forecast future house prices and the areas of London that will see the highest growth in the next few years. Based on confidence in this modelling, it will soon begin offering equity loans to boost your deposit when buying a first home.