🤖 AI is reshaping proptech buying patterns

Real-estate capital is shifting from buying generic software to backing AI-native tools that fit underwriting, compliance and lease workflows. Recent investments and survey data suggest the sector is moving unevenly, with large landlords and investors advancing faster than most operating platforms.

That split is visible across the U.S. and the UK. AvalonBay and Equity Residential were among the investors in New York-based Cadastral alongside JLL Spark Global Ventures, while a Property Week survey indicated many UK firms remain only partially prepared for AI despite broad tool access.

The data

Cadastral’s raise was framed as support for AI tools designed to automate lease abstraction, loan compliance and underwriting, a sign that operators are prioritising workflow-specific systems over broad enterprise software. In parallel, the UK PropTech Association survey reported that only a small share of respondents had fully integrated AI, even as most already had access to some AI tools.

• AI investment is moving toward workflow-native platforms rather than generic add-ons
• Only a small share of UK real-estate firms have fully integrated AI
• Major landlords such as AvalonBay and Equity Residential are helping shape product development

What it means for investors

The immediate implication is that proptech is becoming more bifurcated. Platforms built around specific real-estate tasks may gain traction if they prove they can reduce operating friction, while horizontal vendors risk slower adoption if their tools require heavy customisation.

The market is rewarding AI systems that fit real-estate workflows, not just AI branding.

The comparative angle matters as well. In the U.S., large owners and managers are willing to invest directly in products they may later deploy across portfolios; in the UK, the adoption problem is still more basic, with governance and operating maturity lagging behind experimentation. That gap suggests capital will continue to favour companies that can translate AI into measurable savings, faster diligence and lower compliance risk.

Bottom line

The data signals a sector-wide reset in which AI-native proptech is gaining credibility, but adoption remains uneven and likely to favour vendors tied to specific operational pain points.