Housing is big money. The industry has trillions under management and hundreds of billions under development.

And investors have noticed the potential. Opendoor raised nearly $1.3 billion to help homeowners buy and sell houses more quickly. Katerra raised $1.2 billion to optimize building development and construction, and Compass raised the same amount to help brokers sell real estate better. Even Amazon and Airbnb have entered the fray with high-profile investments.

Amidst this frenetic growth is the seed of the next wave of innovation in the sector. The housing industry — and its affordability problem — is only likely to balloon. By 2030, 84% of the population of developed countries will live in cities.

Yet innovation in housing lags compared to other industries. In construction, a major aspect of housing development, players spend less than 1% of their revenues on research and development. Technology companies, like the Amazons of the world, spend nearly 10% on average.

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