How will the Homelessness Data Lab balance data sharing with privacy?

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The Homelessness Data Lab will rely on best-practice handling of personal data while using AI to flag risk early
The Homelessness Data Lab, launched by Prince William’s charity Homewards, is designed to use data and technology to spot “clear warning signs long before” someone loses their home. It may involve sharing personal data relating to finances, welfare benefits and health between different bodies, which has raised data-privacy cautions at London Tech Week. LandAid trustee Dan Hughes said the work must follow best practice on personal data so information is leveraged “without risking privacy,” while Salesforce UK and Ireland chief executive Zahra Bahrololoumi said AI will be used to support effective interventions and reduce administrative burden for frontline workers.
What personal data may be shared across bodies
Homewards said the lab can improve how warning signs are flagged early, and this could involve sharing an individual’s personal data on finances, welfare benefits and health between different bodies. The stated goal is to keep people in their homes, jobs and communities, including families and children at school. This cross-body data use is the part that has drawn attention to privacy safeguards.
What privacy requirement has been publicly emphasised
Dan Hughes, a trustee of LandAid partnering with Homewards to deliver the data lab, cautioned that data privacy must be respected while using technology to tackle homelessness. He said large volumes of data can be used, but it concerns individuals and people, so best practice on personal data must be followed. His framing was explicit that leveraging information should not put privacy at risk.
How AI is described as fitting into the approach
Zahra Bahrololoumi of Salesforce UK and Ireland said AI will help identify the interventions that will actually work in preventing homelessness. She also said the mission includes reducing the administrative burden on frontline workers, so they can focus on individuals and families needing support the most. In her description, AI tooling supports frontline work rather than replacing the human focus on those at risk.
How the stated objective shapes the early-warning focus
Prince William said homelessness is “entirely preventable” and “predictable,” with prevention framed as better than cure. He told the London Tech Week conference that data and technology can be used to keep people in their homes and communities. This is the operational direction behind the Homelessness Data Lab’s early-warning emphasis, alongside the public call to keep privacy protections aligned with best practice.

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How will the Homelessness Data Lab balance data sharing with privacy?

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