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Real estate agents urged to audit AI tools beyond speed claims

HousingWire cites a survey of 332 executives where operational efficiency drove AI adoption, while security, compliance, scaling and customer support concerns ranked high.

Reported · Written up by our desk · PropTech

HousingWire argues that the real value of AI for real estate depends on whether tools hold up once agents account for the full workflow, including editing, fact checks, compliance review, and transferring outputs into the systems where listings, client communication, and revenue processes actually run. The piece warns that AI speed claims can shrink or disappear in practice, such as when agents must spend additional time correcting listing details, smoothing phrasing, reviewing fair housing considerations, formatting results, and moving content into platforms like MLS, CRM, or marketing systems.

HousingWire recommends measuring time savings end to end, starting the clock before using a tool and stopping only when the output is ready for use after edits, formatting, and data transfer, rather than counting only the seconds it takes to generate content. To underline the broader risk profile, the article points to Crusoe’s 2026 AI Infrastructure Trends Report, which surveyed 332 executives in March 2025. It found operational efficiency as the top reason for investing in AI, cited by 69% of respondents, and highlighted concerns including security and compliance, performance issues, difficulty scaling, unpredictable costs, and weak customer support.

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