AI State of the Nation Report - Specialist and Supported Housing

This report, written by the Housing LIN with legal insight from HCR Law, presents the findings of our first State of the Nation survey of AI in Specialist and Supported Housing. Based on an analysis of the responses alongside other recent data and commentary, it offers an indicative snapshot of emerging practice in the sector.

Among respondents, AI is most commonly used for productivity, administration, research and decision-making. There are also early examples closer to frontline services, including support planning, customer insight, property monitoring and home safety. However, experimentation is moving faster than strategy, governance and evaluation: eight of 33 respondents had evaluated their use of AI, and only five of 40 had involved residents in decisions about it.

The Report also highlights recurring concerns around the implementation of AI, including privacy, accuracy, data readiness, workforce skills and the loss of human interaction.

Housing LIN CEO Jeremy Porteus commented:

"What this report shows is that, with a few exceptions, the sector is a long way from being 'AI ready'. The majority of residents living in specialist housing or supported accommodation are not utilising AI to their advantage and only a small minority of operators have fully embraced AI to gain insights that can help guide their housing management or care and support decision making."

David Hall, Partner at HCR Law's Technology & Innovation team added:

“Doing nothing about AI is probably not an option for most organisations in the UK.  No matter how uncomfortable we are about AI, its providers, and the legal, compliance, human, operational and environmental implications, let’s work together to understand and harness it for the benefit of organisations, workers and residents in the specialist and supported housing sector.  Safe, responsible use of AI, will be hard work and involve lots of adjustments, and will require deliberate leadership, but it’s achievable, and it’s likely to yield significant positive impact for the sector.”

Set against the analogue-to-digital switchover due by the end of January 2027, it concludes with five priorities for providers, including building evaluation into pilots, getting data foundations right, investing in people and collaborating with partners and residents.