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The impact for investors is certainly noteworthy. Their properties are matched with highly focused ‘warm’ investors, cutting out wasted time and delivering a slicker, faster investment process. houzen’s data-rich platform accounts for a wide range of investment strategies, such as sustainable homes, flipping and high yields. It’s win-win with artificial intelligence, big data and computer vision leveraged to deliver high quality matches.
“We’ve combined accurate and exhaustive real-time data searches with a machine learning and computer vision methodology and human oversight that means the process gets better with each iteration. With every step,, our emphasis has been on delivering benefits to all those involved in the investment process – not just the buyers but the vendors too. Each party can benefit from smoother, faster transactions as a result of using our new AI valuation tool.”
Saurabh Saxena, Founder, houzen
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Automated machine learning and computer vision models sift through a host of digital information including pictures, floorplans, text, videos and more. Manual quality checks by real estate and private equity investment professionals support the ongoing iteration of houzen’s algorithms. This process drives up the quality of the data and the modelling, removing any biases that the machine may have developed. Over the eight months that houzen has been building and enhancing the programme, the model’s accuracy has increased from ~85% to close to 95% accuracy in over 800 UK postcodes.
Rental models, meanwhile, are currently running at equally impressive 89-92% accuracy levels. Work continues, with houzen’s data science team shooting for an industry-leading error rate of <2%. Accuracy of this level goes a long way to providing everyone from lenders, developers and architects to investors with the confidence needed to make key decisions in their respective area of work.
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“We’re already at an exciting stage with our new AI valuation tool and, with our machine learning and computer vision models in place, the results are continually improving in terms of their accuracy. The world is changing rapidly around us. The houzen AI valuation tool enables all those involved in the investment process to respond to those changes rapidly and in a data-driven way.”
Saurabh Saxena, Founder, houzen