<?xml version="1.0" encoding="UTF-8"?><ns2:project xmlns:ns1="http://gtr.rcuk.ac.uk/gtr/api" xmlns:ns2="http://gtr.rcuk.ac.uk/gtr/api/project" xmlns:ns3="http://gtr.rcuk.ac.uk/gtr/api/fund" xmlns:ns4="http://gtr.rcuk.ac.uk/gtr/api/person" xmlns:ns5="http://gtr.rcuk.ac.uk/gtr/api/project/outcome" xmlns:ns6="http://gtr.rcuk.ac.uk/gtr/api/organisation" ns1:created="2026-06-03T15:52:43Z" ns1:href="http://gtr.ukri.org/gtr/api/projects/D2022FD5-FB1D-4DD3-87FA-DF7FDC5D782E" ns1:id="D2022FD5-FB1D-4DD3-87FA-DF7FDC5D782E"><ns1:links><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/9691CF52-144E-4374-AD5A-98EC30E5E7F7" ns1:rel="LEAD_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/9691CF52-144E-4374-AD5A-98EC30E5E7F7" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:end="2019-12-31T00:00:00Z" ns1:href="http://gtr.ukri.org/gtr/api/funds/B760AC33-F957-49FD-B2D7-668FF6CD05F4" ns1:rel="FUND" ns1:start="2019-01-01T00:00:00Z"/></ns1:links><ns2:identifiers><ns2:identifier ns2:type="RCUK">104878</ns2:identifier></ns2:identifiers><ns2:title>Transforming the insurance sector through AI and ML enabled cyber Risk prediction</ns2:title><ns2:status>Closed</ns2:status><ns2:grantCategory>Collaborative R&amp;D</ns2:grantCategory><ns2:leadFunder>ISCF</ns2:leadFunder><ns2:abstractText>Using AI and ML to predict cyber Threat activity and enable accurate Risk assessment.</ns2:abstractText></ns2:project>