UK to use Ukrainian battlefield data to train AI to protect defence and infrastructure sites

London and Kyiv have agreed to share battlefield data from Ukraine’s Avengers AI lab so AI models can be trained to help protect UK military bases, railways and energy plants from protesters and hostile states, with private companies granted access to the dataset.

The British government has reached an agreement with Ukraine to use battlefield data gathered by Ukraine’s Avengers AI lab to train artificial intelligence systems aimed at protecting sensitive sites across the UK.

Under the arrangement, described by officials as the first of its kind in Britain, the dataset will be made available to help develop AI tools intended to prevent and mitigate threats to defence installations, rail networks and energy infrastructure. Private companies will also be given access to the data to build new systems.

Supporters say the data – drawn from conflict-zone operations – could improve the ability of automated systems to detect and respond to a broad range of threats, from organised hostile-state activity to coordinated actions by protesters seeking to disrupt military or critical infrastructure sites. The agreement frames the work as part of broader efforts to bolster national resilience.

The partnership marks an expansion of technology and defence cooperation between London and Kyiv, and reflects a growing trend among governments to use real-world conflict data to accelerate the training of machine-learning models for security applications.

At the same time, such programmes often prompt questions about privacy, oversight and the potential for misuse. Observers note that access to conflict-derived datasets and the deployment of AI in domestic security roles can raise civil liberties, export-control and ethical concerns that regulators and policymakers will need to address.

Officials in both countries say the exchange is intended to be tightly controlled; the deal is being positioned as a way to harness operationally relevant data to improve protections for critical national infrastructure and defence sites. How the systems will be governed, audited and deployed remains likely to be a focus of public and parliamentary scrutiny as work proceeds.