--- title: Success Stories --- [![Hartree Hub Northern Ireland Logo](https://hartreeni.uk/hubfs/UKRI_STFC_HORIZONTAL_HARTREE_NIH_WHITETEXT_RGB.svg "Hartree Hub Northern Ireland Logo")](https://hartreeni.uk/?hsLang=en) Search toggle - [Home](https://hartreeni.uk) - [Success Stories](https://hartreeni.uk/successstories) [Follow us on Facebook](mailto:info@hartreeni.uk) [![Hartree Hub Northern Ireland Logo](https://hartreeni.uk/hubfs/UKRI_STFC_HORIZONTAL_HARTREE_NIH_WHITETEXT_RGB.svg "Hartree Hub Northern Ireland Logo")](https://hartreeni.uk/?hsLang=en) - [Home](https://hartreeni.uk) - [Success Stories](https://hartreeni.uk/successstories) Search toggle [![UKRI_STFC_HORIZONTAL_HARTREE_NIH_RGB](https://hartreeni.uk/hubfs/UKRI_STFC_HORIZONTAL_HARTREE_NIH_RGB.svg "UKRI_STFC_HORIZONTAL_HARTREE_NIH_RGB")](https://hartreeni.uk/?hsLang=en) - [Home](https://hartreeni.uk) - [Success Stories](https://hartreeni.uk/successstories) [Follow us on Facebook](mailto:info@hartreeni.uk) Search toggle What are you looking for? Search ![grahams-bakery-1](https://hartreeni.uk/hs-fs/hubfs/grahams-bakery-1.png?width=600&height=515&name=grahams-bakery-1.png) ## Improving Forecast Accuracy to Streamline Bakery Operations Analysed sales and forecasts to inform future predictive modelling [Read the full story](https://hartreeni.uk/grahams-bakery-success-story?hsLang=en) ![edgepos-partners-bludot-technologies-1](https://hartreeni.uk/hs-fs/hubfs/edgepos-partners-bludot-technologies-1.png?width=600&height=515&name=edgepos-partners-bludot-technologies-1.png) ## Blu Dot Technologies lay the foundations for AI-driven EV route planning Established data foundations and roadmap for predictive modelling [Read the full story](https://hartreeni.uk/blue-dot-technologies-success-story?hsLang=en) ![SCOTT & EWING LOGO](https://hartreeni.uk/hs-fs/hubfs/SCOTT%20%26%20EWING%20LOGO.jpg?width=600&height=515&name=SCOTT%20%26%20EWING%20LOGO.jpg) ## Using Secure AI to Transform Tender Writing and Compliance Scott & Ewing deployed a secure, locally hosted RAG solution to improve tender response accuracy. [Read the full story](https://hartreeni.uk/scott-ewing-success-story?hsLang=en) ![The Oil Market Journal](https://hartreeni.uk/hs-fs/hubfs/OMJ.jpg?width=600&height=515&name=OMJ.jpg) ## AI-Powered Forecasting Enhances Market Accuracy for The Oil Market Journal Advanced machine learning models deliver interpretable, real-time market forecasting accuracy. [Read the full story](https://hartreeni.uk/the-oil-market-journal-success-story?hsLang=en) ![Brady Solicitors ](https://hartreeni.uk/hs-fs/hubfs/Publication3%20jpeg.jpg?width=600&height=515&name=Publication3%20jpeg.jpg) ## AI Tool Helps Streamline Court Venue Lookups, Saving Time and Reducing Risk AI-driven automation to eliminate repetitive legal tasks and reduce administrative errors. [Read the full story](https://hartreeni.uk/brady-solicitors-success-story?hsLang=en) ![HBE](https://hartreeni.uk/hs-fs/hubfs/HBE-GreyOrange-300x300.webp?width=600&height=515&name=HBE-GreyOrange-300x300.webp) ## AI insights strengthen water hygiene innovation at HBE HBE partnered with the Hartree Centre NI Hub to strengthen its data strategy and unlock practical opportunities for AI-driven innovation. [Read the full story](https://hartreeni.uk/healthy-buildings-success-story?hsLang=en) ![Grease Guardian](https://hartreeni.uk/hs-fs/hubfs/Untitled-design-2024-07-19T102534.252.webp?width=600&height=515&name=Untitled-design-2024-07-19T102534.252.webp) ## AI chatbot technology to transform customer support Tested AI chat solutions to streamline support and improve customer experience. [Read the full story](https://hartreeni.uk/grease-guardian-success-story?hsLang=en) ![1552675578-d7a484ed25c5b7f72b0ff02543bba366f09aa184111e097925908272a1210ee0-d_1280](https://hartreeni.uk/hubfs/1552675578-d7a484ed25c5b7f72b0ff02543bba366f09aa184111e097925908272a1210ee0-d_1280.avif) ## Data-driven forecasting powers smarter growth at Carma Coffee Predictive analytics and AI forecasting to optimise stock, demand, and operational efficiency. [Read the full story](https://hartreeni.uk/carma-coffee-success-story?hsLang=en) ![Tegistics Consulting](https://hartreeni.uk/hs-fs/hubfs/Tegistics%20Consulting.png?width=600&height=515&name=Tegistics%20Consulting.png) ## AI-Powered Lead Time Optimisation Boosts Supply Chain Efficiency AI-driven procurement optimisation to improve lead time accuracy and supplier insight. [Read the full story](https://hartreeni.uk/tegistics-success-story?hsLang=en) ![images](https://hartreeni.uk/hs-fs/hubfs/images.png?width=600&height=515&name=images.png) ## Hunter Streamline tender preparation with AI-driven RAG model Supported internal capability building with a detailed installation guide for secure, in-house RAG deployment. [Read the full story](https://hartreeni.uk/hunter-apparel-success-story?hsLang=en) ![Discuvr](https://hartreeni.uk/hubfs/1713167004488.jfif) ## Streamlining Technology Scouting with AI-Powered Prompt Engineering Structured prompt engineering to speed up AI-assisted technology scouting and improve clarity and consistency. [Read the full story](https://hartreeni.uk/discuvrs-success-story?hsLang=en) ![logo-1](https://hartreeni.uk/hs-fs/hubfs/logo-1.png?width=600&height=515&name=logo-1.png) ## AI-powered assistant accelerates engineering queries for NUMA Innovation Co-development of a secure, local Retrieval-Augmented Generation (RAG) assistant using open-source technologies. [Read the full story](https://hartreeni.uk/numa-innovation-success-story?hsLang=en) ![Legal Island](https://hartreeni.uk/hs-fs/hubfs/4.-Legal-Island-Landscape-Positive.png?width=600&height=515&name=4.-Legal-Island-Landscape-Positive.png) ## Using Data Insights to Drive Smarter Marketing and Sustainable Growth at Legal Island Harnessing data to improve customer retention, accelerate strategic growth and improve accurate forecasting. [Read the full story](https://hartreeni.uk/legal-island_success_story?hsLang=en) ![logo](https://hartreeni.uk/hubfs/logo.avif) ## White Ink Embraces AI to Simplify Complex Regulatory Compliance Co-development of a GraphRAG model using Retrieval-Augmented Generation (RAG) technology to manage regulatory compliance. [Read the full story](https://hartreeni.uk/white-ink_success_story?hsLang=en) ![MJM Marine](https://hartreeni.uk/hs-fs/hubfs/MJM%20Marine.jpg?width=600&height=515&name=MJM%20Marine.jpg) ## Automatic Registration of 3D Point Cloud Scans in Cruise Ship Refurbishment Development of a high-accuracy, GPU-accelerated point cloud registration pipeline using FGR and Multiway ICP to optimise processing speed and reduce RMSE. [Read the full story](https://hartreeni.uk/mjm_success_story?hsLang=en) ![Pneuma Healthcare](https://hartreeni.uk/hs-fs/hubfs/Pneuma%20Healthcare.png?width=600&height=515&name=Pneuma%20Healthcare.png) ## Transforming Mental Health with AI Creation of a future-proof digital mental health platform using advanced AI, cloud-based data solutions, and predictive analytics to personalise treatment and enhance therapy outcomes. [Read the full story](https://hartreeni.uk/pneuma_successstory?hsLang=en) ![Performance-Breakthrough-Logo-RGB-SCREEN](https://hartreeni.uk/hs-fs/hubfs/Performance-Breakthrough-Logo-RGB-SCREEN.png?width=600&height=515&name=Performance-Breakthrough-Logo-RGB-SCREEN.png) ## Advancing Neuroplasticity through AI An AI-driven system that analyses movement and coordination, providing real-time insights into children's motor and cognitive function. [Read the full story](https://hartreeni.uk/performancebreakthrough_successstory?hsLang=en) ![shareit biz](https://hartreeni.uk/hs-fs/hubfs/shareit%20biz.jpg?width=600&height=515&name=shareit%20biz.jpg) ## Bridging the Gap in Business Support with AI-Powered Assistance Unlocking the potential of data and guiding the development of an AI-powered chatbot for improved efficiency and support. [Read the full story](https://hartreeni.uk/shareitbiz_successstory?hsLang=en) ![Hutchinson logo](https://hartreeni.uk/hs-fs/hubfs/Hutchinson%20logo.jpg?width=600&height=515&name=Hutchinson%20logo.jpg) ## Leveraging AI to Improve Fabrication Time Estimates Using machine learning on historical data to accurately predict fabrication times and identify process bottlenecks. [Read the full story](https://hartreeni.uk/hutchison_successstory?hsLang=en) ![Terex-logo](https://hartreeni.uk/hs-fs/hubfs/Terex-logo.jpg?width=600&height=515&name=Terex-logo.jpg) ## AI-powered Visual Analysis to Enhance Paintline Efficiency AI-powered visual analysis, enabling real-time Paintline efficiency tracking and data-driven optimisation [Read the full story](https://hartreeni.uk/terex_successstory?hsLang=en) ![aeroblue software](https://hartreeni.uk/hs-fs/hubfs/aeroblue%20software.png?width=600&height=515&name=aeroblue%20software.png) ## Driving Operational Excellence in the Food and Beverage Sector A machine learning driven sales mark-up recommender system that optimises pricing using historical data and market trends. [Read the full story](https://hartreeni.uk/aeroblue_successstory?hsLang=en) ![Nolij Work](https://hartreeni.uk/hs-fs/hubfs/Nolij%20Work.png?width=600&height=515&name=Nolij%20Work.png) ## Empowering Service-Driven Sectors with Advanced Data Insights Implementing a comprehensive data solution and visualising key insights. [Read the full story](https://hartreeni.uk/noljiworks_successstory?hsLang=en) ![nwc](https://hartreeni.uk/hs-fs/hubfs/nwc.png?width=600&height=515&name=nwc.png) ## Supplier Recommendation Engine for Improved ISO Compliance Creating a generative AI recommendation Engine that enhances supplier matching by filtering, ranking, and delivering the most relevant results based on compliance, certification, and payment criteria. [Read the full story](https://hartreeni.uk/ncp_successstory?hsLang=en) ![cooneen logo](https://hartreeni.uk/hs-fs/hubfs/cooneen%20logo.png?width=600&height=515&name=cooneen%20logo.png) ## AI Driven ChatGPT Implementing an AI driven ChatGPT solution to streamline and optimise document management processes. [Read the full story](https://hartreeni.uk/cooneen_successstory?hsLang=en) ![McColgans](https://hartreeni.uk/hs-fs/hubfs/McColgans.png?width=600&height=515&name=McColgans.png) ## Training a Model to Predict Product Demand Exploring how data science enables data processing, exploratory data analysis and machine learning modelling for future trend prediction. [Read the full story](https://hartreeni.uk/mccolgans_successstory?hsLang=en) ![Bluesky](https://hartreeni.uk/hs-fs/hubfs/Bluesky.webp?width=600&height=515&name=Bluesky.webp) ## Lane Marking Extraction from Aerial Images Implementing AI capabilities to extract road lane markings from aerial images, supporting Bluesky’s product expansion offering. [Read the full story](https://hartreeni.uk/bluesky_successstory?hsLang=en) ![HHNI_footer-1](https://hartreeni.uk/hs-fs/hubfs/HHNI_footer-1.png?width=600&name=HHNI_footer-1.png "HHNI_footer-1") © Hartree Centre Northern Ireland Hub. Ulster University. 2026. [Privacy Policy](https://hartreeni.uk/privacy-policy?hsLang=en)