Reapit's £40m AI Gamble Meets a Sceptical Shopfloor
With a fifth of its own customers reportedly fearful of AI, Reapit is spending £40m a year trying to change their minds - and the regulator is already watching how the tools land.
A week after Reapit disclosed a new £20m-plus investment round from Accel-KKR, taking its total annual spend on AI and platform innovation to £40m, chief executive Mark Armstrong sat down with Estate Agent Today and admitted the harder problem is not the technology. It is the people using it.
"There's probably around about just under 20% of customers are probably not in favour of AI," Armstrong said, adding that he believes many of those agents simply do not yet understand what the tools do. That is a candid concession for a company betting nine figures on sector-wide adoption.
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The pitch: winning listings before they exist
Reapit's commercial logic rests on a specific hypothesis: that every digital touchpoint a consumer makes, a portal search, a message, a viewing request, is a data signal its AI can read before a competitor even knows a seller is thinking about moving. Armstrong called pre-market instruction capture "the Holy Grail for estate agency."
The company's RAI platform already has AI photo enhancement and a viewing assistant live, with applicant-entry automation rolled out in June and the RAI Copilot following in summer 2026. A builder tool that lets agencies construct their own AI agents sits behind that.
An Alto-commissioned comparison published on Estate Agent Today in May flagged a governance wrinkle: when agencies build and deploy their own AI agents, the compliance liability stays with them, not the platform. In a sector already under pressure from Renters' Rights Act enforcement, AML obligations and EPC deadlines, that is not a trivial detail.
A divided market
The size split in adoption is stark. Larger agencies are moving fastest, with almost nine in ten planning to integrate AI tools in 2026. Smaller independent firms risk falling behind as the technology gap compounds over time.
The operational pressure driving demand is real. Propertymark data cited by Alto shows 43% of sales now take more than 17 weeks to reach exchange, the longest on record. Admin overload, not ambition, is what is pushing agents toward automation.
For landlords, the picture is similarly uneven. A July 2026 survey of more than 340 self-managing landlords found 92% were still running their lettings on spreadsheets or paper rather than dedicated software. Only 34% said they would let AI handle compliance reminders, while 40% said they would not, a split that PropTech suppliers are designing around rather than arguing with.
The regulator has already moved
The more significant pressure on Reapit and its rivals is coming from RICS, not the market. The Royal Institution of Chartered Surveyors made its first-ever global AI standard mandatory on 9 March 2026, requiring all members and regulated firms to demonstrate how any AI output that materially shapes professional advice was verified, and to have that documented in writing before work begins.
A separate global practice guidance document on AI in real estate valuation went to public consultation in Q2 2026 and is expected to be finalised before the year is out. RICS's position is clear: compliance expectations around automated valuation models will sharpen, not soften. Firms that adopted the tools without matching governance discipline are now running behind.
Automated valuation models already sit at significant scale in UK mortgage markets. Roughly 80% of AVM estimates land within 10% of a surveyor's figure on standard residential stock, and 17 of the top 20 UK mortgage lenders use one major AVM product. The technology has a hard ceiling, though: it cannot inspect a property, identify structural defects, or price low-transaction or unusual stock with comparable confidence. That boundary is exactly what the RICS guidance is designed to formalise.
Trademark signal: brands pulling back
One proxy for sector confidence is trademark activity. According to AIBD analysis of IPO (TMD) data, UK trademark filings in Class 36 (financial and real estate services) stood at 1,900 in Q3 2026, down 20.4% on the prior period. That retreat in brand-building activity sits in tension with the volume of AI product launches from PropTech vendors, suggesting that smaller players, at least, are pausing before committing to new identities in an uncertain regulatory and market environment.
Reapit's scale means it can absorb that kind of ambient caution. Whether the 20% of its own customers who remain sceptical come around before a lighter-touch competitor does is the question Armstrong has bought himself time, and £40m a year, to answer.