Report: Automated Discrimination: Unpacking the Digital Hostile Environment
The United Kingdom is betting on artificial intelligence to ‘fix’ immigration. Driven by a techno-solutionist ideology that reduces the complex human phenomenon of migration to a technical problem awaiting a technical fix, successive governments, including the current Labour administration, have committed to embedding AI across the immigration system and at the nation’s borders.
About the report
Based on desk and literature research, expert interviews, and analysis of Home Office documents obtained through freedom of information (FOI) requests, this paper argues that this is no longer rhetoric: AI is being woven into crucial parts of the immigration machinery, and is poised to shape all of it.
We document a rapidly expanding catalogue of deployments. Within the immigration system, AI is being trialled or used to estimate the age of people seeking asylum, summarise asylum interviews and country policy information, prioritise and assess cases through the opaque Identify and Prioritise Immigration Cases (IPIC) tool, sift through irregular entrants’ mobile phones, and automatically flag potential “sham” marriages with a red or green light. At the border, live facial recognition, AI-powered drones and satellites, and foreign-built autonomous surveillance towers are marshalled to “stop the boats”, while obscure programmes such as Cerberus promise to pre-empt unknown threats, marking a decisive shift from reactive to ‘predictive’, proactive enforcement.
This automated fortress raises grave and converging concerns. The systems rely on technologies renowned for bias, disproportionately harming the most vulnerable people on the move, and therefore encoding discrimination into the infrastructure of border control. They operate in near-total secrecy: officials routinely invoke ‘national security’ to stonewall FOI requests, redact disclosures. In at least one instance, the authorities have pressured a researcher to withdraw published findings.
Much of this technological arsenal is not British but supplied by US, Israeli, and other foreign defence and security giants, producing technological dependency, and techno-political lock-in, that reality sits awkwardly with the Government’s stated ambition to be an “AI maker”, not an “AI taker”. All of this unfolds within a regulatory vacuum that ministers have shown no intention of filling, having instead promised the world’s most “unfettered” environment for AI experimentation, even as the Government seeks to “modernise” the European Convention on Human Rights in ways that threaten the right to asylum itself.
Recommendations
AI will not fix the immigration system. But the deeper problem is the ideology that frames migration as a permanent emergency to be solved by algorithms, criminalising migrants and normalising an “automated Hostile Environment”.
This paper therefore sets out five recommendations:
- Reject AI techno-solutionism and put people ahead of their data-driven reduction;
- Recognise and fill regulatory gaps, banning undemocratic uses such as mass live surveillance of public spaces and strictly regulating high-risk applications before deployment;
- Enhance structural transparency in the public interest, with stronger FOI laws, a narrower definition of national security and a robust public register of government AI tools;
- Curb outsized corporate influence and reclaim digital sovereignty; and
- Avoid ‘reverse solutionism’ by situating the critique of AI within a wider contestation of prejudicial, ideologically driven anti-immigration politics. Only then can AI become a tool of humanitarian assistance rather than one of blind, automated discrimination.
