<?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="2026-06-22T07:57:45Z" ns1:href="http://gtr.ukri.org/gtr/api/projects/67AC0A33-11C6-4D88-A245-F30DB29E1D7E" ns1:id="67AC0A33-11C6-4D88-A245-F30DB29E1D7E"><ns1:links><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/persons/3E87E4D3-582E-4714-BB5F-6D5F5E1DCFA5" ns1:rel="PM_PER"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/64696282-FDDF-4C61-BF67-E564AB8C4512" ns1:rel="LEAD_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/64696282-FDDF-4C61-BF67-E564AB8C4512" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:end="2022-03-30T23:00:00Z" ns1:href="http://gtr.ukri.org/gtr/api/funds/FD4F94C5-15B8-427D-A8DB-08323CC48B55" ns1:rel="FUND" ns1:start="2022-01-01T00:00:00Z"/></ns1:links><ns2:identifiers><ns2:identifier ns2:type="RCUK">10020849</ns2:identifier></ns2:identifiers><ns2:title>FrontM HOTG Integration to bring Edge AI for Collision Avoidance in Maritime</ns2:title><ns2:status>Closed</ns2:status><ns2:grantCategory>Collaborative R&amp;D</ns2:grantCategory><ns2:leadFunder>Innovate UK</ns2:leadFunder><ns2:abstractText>We are on a mission to protect the global marine ecosystem and save lives from accidental collisions between vessels at sea. Our vision is of a safer, fairer, and more sustainable industry.

To achieve this we need to tackle the problems of lack of visibility, insights and navigational equipment that advises of nearby large vessels for small-sized vessels operating at sea.

In Europe in 2016 there were [3145 marine accidents (incidents of damage or death][0]), causing &amp;pound;7.5bn of ship damage and 1142 injuries and fatalities. Between 2011-16 there were 16,539, with 6207 injuries/fatalities. 95% involved a collision with another vessel or the ground. Of these 50% were caused by navigational issues and the rest by extreme weather, human error, and mechanical failure. They triggered 869 investigations and 695 reports (estimated cost &amp;pound;4m).

FrontM is an AI platform company focussed on overcoming digital poverty in remote and isolated environments, such as the Blue Economy. The [World Bank][1] defines the blue economy as the _&amp;quot;sustainable use of ocean resources for economic growth, improved livelihoods and jobs, while preserving the health of ocean ecosystem.&amp;quot;_

We are partnering with HOTG is building the distributed infrastructure to pave the way for AI-enabled edge applications. HOTG is a new-age Silicon Valley deep-tech startup founded by leading innovators and backed by industry-leading venture capitalists.

Our Collision Avoidance solution will use FrontM's AI-powered and HOTG's Edge Computing enabled product to transform how maritime operators plan their routes and remain safe in their operations at sea

[0]: http://emsa.europa.eu/emsa-documents/latest/download/4989/3156/23.html
[1]: https://en.wikipedia.org/wiki/World_Bank</ns2:abstractText></ns2:project>