<?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/D15ABB33-8D31-4227-B172-DE2A48DFB9D4" ns1:id="D15ABB33-8D31-4227-B172-DE2A48DFB9D4"><ns1:links><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/persons/16A184C1-72E3-4615-A81A-EBB3B58DFD93" ns1:rel="PM_PER"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/2090E780-9967-4791-A9AF-DEA0A2135B80" ns1:rel="LEAD_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/2090E780-9967-4791-A9AF-DEA0A2135B80" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:end="2026-04-29T23:00:00Z" ns1:href="http://gtr.ukri.org/gtr/api/funds/E5C99E68-4EFB-463D-B606-A7A3C0C843AF" ns1:rel="FUND" ns1:start="2025-11-01T00:00:00Z"/></ns1:links><ns2:identifiers><ns2:identifier ns2:type="RCUK">10171915</ns2:identifier></ns2:identifiers><ns2:title>SmartFlock: AI-IoT Enabled Real-time Monitoring for Precision Sheep Health and Sustainability</ns2:title><ns2:status>Closed</ns2:status><ns2:grantCategory>Fast Start Response</ns2:grantCategory><ns2:leadFunder>Innovate UK</ns2:leadFunder><ns2:abstractText>SmartFlock, by Brain Innovation Ltd, is an innovative solution for the UK's &amp;pound;1.8 billion sheep industry, which is facing challenges from a declining national flock and rising costs. Traditional farming methods are often labor-intensive, inefficient, and reactive to health problems. Furthermore, poor rural internet connectivity complicates the use of modern technology. SmartFlock is a practical, scalable, and intelligent system designed to overcome these obstacles.

The project integrates a multi-sensor platform, including advanced drone technology and stationary cameras, with AI, IoT, and edge computing to provide real-time, actionable insights. Key functionalities include:

* **Automated Flock Management:** High-resolution drones automate time-consuming tasks like sheep counting and broader flock surveillance, significantly reducing manual labor and providing a real-time census.
* **Live Weight Estimation:** Using computer vision, the system offers non-invasive live weight estimation. This allows for precise categorization of lambs, enabling farmers to optimize feeding strategies and maximize market value.
* **Advanced Health Monitoring:** AI-powered analysis of video and sensor data detects early signs of lameness and other critical health issues. It also monitors for distress and provides immediate alerts for a fallen or dead sheep, a vital welfare feature.

The system's unique edge-processing capability ensures it works efficiently in low-bandwidth environments by processing data locally and only sending essential alerts to the farmer's mobile or desktop dashboard.

This six-month project will validate the system at High Cleughearn Farm and Equestrian Ltd. SmartFlock is poised to deliver significant, measurable benefits:

* **Cost Savings:** Projected total annual savings of **20--30%** by automating tasks and reducing labor requirements.
* **Health &amp;amp; Welfare:** Early detection of issues like lameness and falls can reduce health-related costs by **25--40%**, significantly improving animal welfare.
* **Productivity Gains:** Real-time tracking can boost productivity by **15--25%**, ensuring better sales outcomes and a healthier bottom line.

By providing a resilient and efficient solution, SmartFlock contributes to the digital transformation of agriculture and supports the long-term growth and profitability of the UK's sheep industry.</ns2:abstractText></ns2:project>