<?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="2026-07-08T08:44:08Z" ns1:href="http://gtr.ukri.org/gtr/api/projects/1297327C-8A7D-46C5-9875-8151D8435226" ns1:id="1297327C-8A7D-46C5-9875-8151D8435226"><ns1:links><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/persons/FB1DE045-77E1-41CA-B5BA-8A0812F93FC0" ns1:rel="PM_PER"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/D94EAA97-A933-4AFE-A4A2-FDAFFA34D17A" ns1:rel="LEAD_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/D94EAA97-A933-4AFE-A4A2-FDAFFA34D17A" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:end="2025-11-30T00:00:00Z" ns1:href="http://gtr.ukri.org/gtr/api/funds/DE6DA280-01E4-40E0-A101-2AEBFF5C9A9A" ns1:rel="FUND" ns1:start="2024-08-31T23:00:00Z"/></ns1:links><ns2:identifiers><ns2:identifier ns2:type="RCUK">10121517</ns2:identifier></ns2:identifiers><ns2:title>Pharmovo – The use of advanced AI to address the national challenge of pharmaceutical shortages and medicine waste</ns2:title><ns2:status>Closed</ns2:status><ns2:grantCategory>Collaborative R&amp;D</ns2:grantCategory><ns2:leadFunder>Innovate UK</ns2:leadFunder><ns2:abstractText>Designed with input from NHS Trusts, pharmaceutical manufacturers/distributors and pharmacy chains, and with Innovate UK support to accelerate development, London based SME Pharmovo, aim to addresses a critical UK need for optimised medicine supply chain intelligence through the development of a unique, scalable and truly innovative pharmaceutical stock management and forecasting tool that will:

-Accurately predict and communicate potential pharmaceutical product demand including mapping stock shortages.

-Identify Near-to-Expiry pharmaceuticals; and link them to areas with unmet demand/supply delays.

-Forecast price changes.

Development is proposed in direct response to ongoing UK pharmaceutical supply chain challenges and inefficiencies with \&amp;gt;110 products facing critical supply problems in 2023 alone, with half of these being priority prescription medicines.</ns2:abstractText></ns2:project>