[{"data":1,"prerenderedAt":325},["ShallowReactive",2],{"projects-detail:a-leading-appliance-and-electronics-retailer":3,"projects-detail:surrounding:a-leading-appliance-and-electronics-retailer":94},{"id":4,"title":5,"about":6,"bgColor":7,"body":8,"clientLogo":67,"coverImageColour":7,"description":60,"extension":68,"h1":7,"h2":7,"image":7,"insightsTitle":7,"keyTech":7,"largeCoverImage":69,"meta":70,"navigation":74,"pageSections":7,"path":75,"projectName":76,"projectState":7,"projectStatement":7,"projectsTitle":7,"results":77,"seo":88,"smallCoverImage":7,"smallTitle":7,"statBlocks":7,"stem":92,"__hash__":93},"projects\u002Fprojects\u002Fa-leading-appliance-and-electronics-retailer.md","A leading appliance and electronics retailer","A leading appliance and electronics retailer, selling the best of appliances and televisions to over a million satisfied customers, providing high-quality products at competitive prices and standing as an independent elite retailer. ",null,{"type":9,"value":10,"toc":59},"minimark",[11,16,20,24,27,30,34,37,40,43,46,50,53,56],[12,13,15],"h2",{"id":14},"client","Client",[17,18,19],"p",{},"A leading appliance and electronics retailer, selling the best of appliances and televisions to over a million satisfied customers, providing high-quality products at competitive prices and standing as an independent elite retailer.",[12,21,23],{"id":22},"background","Background",[17,25,26],{},"Following their migration from a legacy ERP system (Everest) to Microsoft Dynamics, a UK appliance and electronics retailer sought to transform their reporting capabilities by transitioning to Power BI. The company needed to maintain access to historical sales data from Everest whilst incorporating new data from Dynamics, which was being synchronised every 15 minutes to an Azure Data Lakehouse via Azure Data Factory.",[17,28,29],{},"The challenge was to develop a scalable reporting solution that would unify these disparate data sources whilst empowering staff with self-service access to insights and improving overall data visibility across the organisation.",[12,31,33],{"id":32},"solution","Solution",[17,35,36],{},"Audacia conducted a comprehensive analysis of the data architecture and reporting requirements, developing three potential approaches to implementing Power BI reporting within their existing infrastructure. After careful evaluation, we recommended implementing a robust data warehouse solution using Azure Synapse alongside their existing Azure Data Lake.",[17,38,39],{},"The solution architecture began with a one-time migration of historical sales data from Everest to the Azure Data Lake, transforming it to match the structure of the current Dynamics system. This data was then processed into a well-structured data warehouse using Fact and Dimension tables, optimising it for reporting performance.",[17,41,42],{},"We implemented an automated process to maintain data currency, ensuring the Azure Synapse Data Warehouse stayed synchronised with the 15-minute delta updates from Dynamics. This approach enabled Power BI to connect to both the Data Lake and Data Warehouse, allowing reports to be generated from the most suitable data source based on specific requirements.",[17,44,45],{},"The architecture was designed with scalability in mind, utilising Azure Synapse's capabilities to handle growing data volumes and increasingly complex queries without performance degradation. The implementation of a proper data warehouse structure laid the groundwork for future advanced analytics capabilities, including potential machine learning applications.",[12,47,49],{"id":48},"results","Results",[17,51,52],{},"The data analytics project delivered clear strategic recommendations:",[54,55],"project-results",{":results":48},[17,57,58],{},"The strategic recommendations provide a clear path forward for transforming data capabilities and establishing a scalable foundation for future analytics and reporting initiatives.",{"title":60,"searchDepth":61,"depth":61,"links":62},"",2,[63,64,65,66],{"id":14,"depth":61,"text":15},{"id":22,"depth":61,"text":23},{"id":32,"depth":61,"text":33},{"id":48,"depth":61,"text":49},"\u002Fimg\u002Fclient-logos\u002Far_logo.png","md","\u002Fimg\u002Fscreens\u002Fappliances_cover.avif",{"statBlock":71},{"title":72,"text":73},"Appliances Retailer","Data Analytics Strategy and Migration\n",true,"\u002Fprojects\u002Fa-leading-appliance-and-electronics-retailer","Delivering a data analytics, reporting and migration strategy ",[78,80,82,84,86],{"text":79},"A detailed evaluation of three potential architectural approaches",{"text":81},"A comprehensive roadmap for consolidating historical and current data ",{"text":83},"Strategic guidance for implementing Azure Synapse ",{"text":85},"Recommendations for optimising data structures",{"text":87},"A framework for self-service analytics through Power BI",{"title":89,"description":90,"keywords":91},"Data Analytics Strategy and Migration | Audacia","Data consultancy, Audacia, worked with a leading electronics and appliances retailer to deliver a data analytics, reporting and migration strategy.","data consultancy, data reporting, data analytics, data migration","projects\u002Fa-leading-appliance-and-electronics-retailer","RCPVccTR9QV4jUmSOMAGtzaTz8E6nxnQ3rokKlW7QuQ",[95,101,105,106,112,118,124,130,134,139,145,151,157,162,168,174,181,187,193,199,205,211,217,223,229,235,241,247,253,259,265,271,277,283,289,296,302,307,313,319],{"path":96,"title":97,"projectName":98,"clientLogo":99,"smallCoverImage":7,"largeCoverImage":100},"\u002Fprojects\u002F2m","2M","Centralising distributed brands through cloud data integration","\u002Fimg\u002Fclient-logos\u002Fframe-27.png","\u002Fimg\u002Fscreens\u002F2m.png",{"path":102,"title":103,"projectName":104,"clientLogo":99,"smallCoverImage":7,"largeCoverImage":100},"\u002Fprojects\u002F2m-group-of-companies","2M Group of Companies","Augmenting internal development teams to accelerate project delivery",{"path":75,"title":5,"projectName":76,"clientLogo":67,"smallCoverImage":7,"largeCoverImage":69},{"path":107,"title":108,"projectName":109,"clientLogo":110,"smallCoverImage":7,"largeCoverImage":111},"\u002Fprojects\u002Fa-mental-healthcare-provider","A mental healthcare provider","Ensuring data architecture is robust, scalable, and efficient","\u002Fimg\u002Fclient-logos\u002Fmh_logo.png","\u002Fimg\u002Fscreens\u002Fmh_cover.avif",{"path":113,"title":114,"projectName":115,"clientLogo":116,"smallCoverImage":7,"largeCoverImage":117},"\u002Fprojects\u002Fa-uk-based-holiday-park-operator","Parkdean Resorts","Establishing a software testing team to increase the quality of products","\u002Fimg\u002Fclient-logos\u002Fpdlogo.png","\u002Fimg\u002Fscreens\u002Fholidayparkoperator.jpg",{"path":119,"title":120,"projectName":121,"clientLogo":122,"smallCoverImage":7,"largeCoverImage":123},"\u002Fprojects\u002Fadm-agriculture","ADM Agriculture","A commodities trading platform to support £3.5bn contracts and services each year","\u002Fimg\u002Fclient-logos\u002Fadm.png","https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1565647952915-9644fcd446a4?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=2070&q=80",{"path":125,"title":126,"projectName":127,"clientLogo":128,"smallCoverImage":7,"largeCoverImage":129},"\u002Fprojects\u002Faesseal-knowledge-management","AESSEAL - Knowledge Management","A knowledge management platform to support £170m in sales per year","\u002Fimg\u002Fclient-logos\u002Faesseal.png","\u002Fimg\u002Fscreens\u002Faudaciaaessealsoftwaredevelopment.jpg",{"path":131,"title":132,"projectName":133,"clientLogo":128,"smallCoverImage":7,"largeCoverImage":129},"\u002Fprojects\u002Faesseal-product-data-centralisation","AESSEAL - Product Data Centralisation","Unlocking analytics by centralising product data across international sites",{"path":135,"title":136,"projectName":137,"clientLogo":128,"smallCoverImage":7,"largeCoverImage":138},"\u002Fprojects\u002Faesseal-quotation-platform","AESSEAL - Quotation Platform","Generating over 38,000 complex bespoke engineering quotations for global sites ","https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1581092580497-e0d23cbdf1dc?q=80&w=3270&auto=format&fit=crop&ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D",{"path":140,"title":141,"projectName":142,"clientLogo":143,"smallCoverImage":7,"largeCoverImage":144},"\u002Fprojects\u002Faptus-utilities","Aptus Utilities","Delivering one centralised system to manage 7 business functions","\u002Fimg\u002Fclient-logos\u002Faptusutilities.png","https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1543489816-c87b0f5f7dd4?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=1740&q=80",{"path":146,"title":147,"projectName":148,"clientLogo":149,"smallCoverImage":7,"largeCoverImage":150},"\u002Fprojects\u002Fbeelivery","Beelivery ","Transforming development processes to drive consistent growth","\u002Fimg\u002Fclient-logos\u002Fframe-29.png","\u002Fimg\u002Fscreens\u002Fbeelivery.png",{"path":152,"title":153,"projectName":154,"clientLogo":155,"smallCoverImage":7,"largeCoverImage":156},"\u002Fprojects\u002Fbellway","Bellway","Centralising working practices for 22 regional divisions ","\u002Fimg\u002Fclient-logos\u002Fbellway.png","https:\u002F\u002Fexternal-content.duckduckgo.com\u002Fiu\u002F?u=https%3A%2F%2Fwww.thedevondaily.co.uk%2Fsites%2Fdefault%2Ffiles%2Ffield%2Fimage%2FBellway%2520customers%2520can%2520save%2520up%2520to%2520%25C2%25A315%252C000%2520when%2520purchasing%2520a%2520new%2520home%2520at%2520Fox%2520Mill%2520Gardens%2520(2).jpg&f=1&nofb=1&ipt=1438d4854ca3a17cb59c98e7f97ec25cd8da7da564c930668ce351eb9dba8e40&ipo=images",{"path":158,"title":159,"projectName":160,"clientLogo":155,"smallCoverImage":7,"largeCoverImage":161},"\u002Fprojects\u002Fbellway-homes-enterprise-data-migration","Bellway Homes - Enterprise Data Migration","Migrating sales and financial data from legacy systems to new ERP platform","\u002Fimg\u002Fscreens\u002Faudaciabellwayhomessoftware.jpg",{"path":163,"title":164,"projectName":165,"clientLogo":166,"smallCoverImage":7,"largeCoverImage":167},"\u002Fprojects\u002Fbridon-bekaert","Bridon Bekaert","Maximising field workforce productivity through a mobile CRM platform","\u002Fimg\u002Fclient-logos\u002Fbridon.png","\u002Fimg\u002Fscreens\u002Fbridon_bannerimage.jpg",{"path":169,"title":170,"projectName":171,"clientLogo":172,"smallCoverImage":7,"largeCoverImage":173},"\u002Fprojects\u002Fclimate-risk-analytics-provider","Climate risk analytics provider","Improving enterprise reporting for data-driven decision making","\u002Fimg\u002Fclient-logos\u002Fclimate-risk.png","\u002Fimg\u002Fscreens\u002Friskreporting.avif",{"path":175,"title":176,"projectName":177,"clientLogo":178,"smallCoverImage":179,"largeCoverImage":180},"\u002Fprojects\u002Fe-car","E-Car (part of Europcar)","A custom booking platform improving utilisation rates from 15% to 38%","\u002Fimg\u002Fclient-logos\u002Fecar.png","\u002Fimg\u002Fecar-cover-mobile.jpg","\u002Fimg\u002Fecar-cover.jpg",{"path":182,"title":183,"projectName":184,"clientLogo":185,"smallCoverImage":7,"largeCoverImage":186},"\u002Fprojects\u002Ffood-manufacturer","Food Manufacturer","AI image recognition to identify products within supermarkets","\u002Fimg\u002Fclient-logos\u002Fairetailprojecticon.png","\u002Fimg\u002Fscreens\u002Fretailaiproject.jpg",{"path":188,"title":189,"projectName":190,"clientLogo":191,"smallCoverImage":7,"largeCoverImage":192},"\u002Fprojects\u002Fglobal-medical-device-company","STERIS","ML dosage predictor to optimise the sterilisation of 1,000 products per week","\u002Fimg\u002Fclient-logos\u002Fsteris.png","\u002Fimg\u002Fscreens\u002Faimedicalimage.png",{"path":194,"title":195,"projectName":196,"clientLogo":197,"smallCoverImage":7,"largeCoverImage":198},"\u002Fprojects\u002Fgymfinity","Gymfinity Kids","A gym management system supporting 6,000 end users","\u002Fimg\u002Fclient-logos\u002Fgymfinitylogo-2-.png","\u002Fimg\u002Fscreens\u002Faudaciagymfinitykids.jpg",{"path":200,"title":201,"projectName":202,"clientLogo":203,"smallCoverImage":7,"largeCoverImage":204},"\u002Fprojects\u002Fhampshire-police","Hampshire Police","Providing a new way to access restorative justice through text, video and voice","\u002Fimg\u002Fclient-logos\u002Fpolice-and-crime-commissioner.png","\u002Fimg\u002Fscreens\u002Fbannerimage_hampshireopcc.jpg",{"path":206,"title":207,"projectName":208,"clientLogo":209,"smallCoverImage":7,"largeCoverImage":210},"\u002Fprojects\u002Fhssmi-detc","HSSMI & DETC","Reducing project management processes from 7 days to 1","\u002Fimg\u002Fclient-logos\u002Fhssmi.png","\u002Fimg\u002Fscreens\u002Fbannerimage_hssmi.jpg",{"path":212,"title":213,"projectName":214,"clientLogo":215,"smallCoverImage":7,"largeCoverImage":216},"\u002Fprojects\u002Finnovative-trials","Innovative Trials","Improving global visibility and reporting with one centralised portal","\u002Fimg\u002Fclient-logos\u002Finnovative-trials.png","\u002Fimg\u002Fscreens\u002Fbannerimage_innovativetrials.jpg",{"path":218,"title":219,"projectName":220,"clientLogo":221,"smallCoverImage":7,"largeCoverImage":222},"\u002Fprojects\u002Fjuniper-education","Juniper Education","Modernising a legacy application to track the progress of 1000+ pupils","\u002Fimg\u002Fclient-logos\u002Fimage-20.png","\u002Fimg\u002Fscreens\u002Fjunipereducation.jpg",{"path":224,"title":225,"projectName":226,"clientLogo":227,"smallCoverImage":7,"largeCoverImage":228},"\u002Fprojects\u002Flinde","Linde","Improving customer experience and consistency through mobile sales and reporting","\u002Fimg\u002Fclient-logos\u002Flinde.png","\u002Fimg\u002Fscreens\u002Fbannerimage_linde.jpg",{"path":230,"title":231,"projectName":232,"clientLogo":233,"smallCoverImage":7,"largeCoverImage":234},"\u002Fprojects\u002Fmach-recruitment","Mach Recruitment","A centralised applicant management portal to reduce errors through automation","\u002Fimg\u002Fclient-logos\u002Fmachrecruitment.png","\u002Fimg\u002Fscreens\u002Fbannerimage_mach.jfif",{"path":236,"title":237,"projectName":238,"clientLogo":239,"smallCoverImage":7,"largeCoverImage":240},"\u002Fprojects\u002Fmasta","MASTA","Managing end-to-end vaccination processes in one centralised portal","\u002Fimg\u002Fclient-logos\u002Fmasta.png","\u002Fimg\u002Fscreens\u002Fbannerimage_masta.jpg",{"path":242,"title":243,"projectName":244,"clientLogo":245,"smallCoverImage":7,"largeCoverImage":246},"\u002Fprojects\u002Fnationwide-energy-provider","Nationwide Energy Provider","ML models to detect inaccurate or overestimated energy bills","\u002Fimg\u002Fclient-logos\u002Faienergyproject.png","\u002Fimg\u002Fscreens\u002Faudaciaenergy.jpg",{"path":248,"title":249,"projectName":250,"clientLogo":251,"smallCoverImage":7,"largeCoverImage":252},"\u002Fprojects\u002Fnorthern","Northern","A WhatsApp travel chatbot for live train information across 2,500 stations","\u002Fimg\u002Fclient-logos\u002Fframe-95-1-.png","\u002Fimg\u002Fscreens\u002Faudacianorthern.jpg",{"path":254,"title":255,"projectName":256,"clientLogo":257,"smallCoverImage":7,"largeCoverImage":258},"\u002Fprojects\u002Fo2","O2","Managing end-to-end ticketing processes","\u002Fimg\u002Fclient-logos\u002Fo2.png","\u002Fimg\u002Fo2-cover-image.jpg",{"path":260,"title":261,"projectName":262,"clientLogo":263,"smallCoverImage":7,"largeCoverImage":264},"\u002Fprojects\u002Fpersimmon-homes","Persimmon Homes","Delivering a platform for 5,000+ employees to communicate throughout remote working","\u002Fimg\u002Fclient-logos\u002Fpersimmon.png","\u002Fimg\u002Fscreens\u002Fpersimmon-homes.jpg",{"path":266,"title":267,"projectName":268,"clientLogo":269,"smallCoverImage":7,"largeCoverImage":270},"\u002Fprojects\u002Fsaas-no-code-platform","SaaS No Code Platform","An AI onboarding assistant to build custom applications","\u002Fimg\u002Fclient-logos\u002Fainocodeproject.png","\u002Fimg\u002Fscreens\u002Fnocodeaiproject.jpg",{"path":272,"title":273,"projectName":274,"clientLogo":275,"smallCoverImage":7,"largeCoverImage":276},"\u002Fprojects\u002Fscania","Scania","Providing digital transformation consultancy to integrate core systems","\u002Fimg\u002Fclient-logos\u002Fscania.png","https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1601584115197-04ecc0da31d7?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=1740&q=80",{"path":278,"title":279,"projectName":280,"clientLogo":281,"smallCoverImage":7,"largeCoverImage":282},"\u002Fprojects\u002Fspecialist-marine-consultants-smc","Specialist Marine Consultants (SMC)","A platform to manage people across the biggest offshore windfarms in the world","\u002Fimg\u002Fclient-logos\u002Fsmc.png","https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1548337138-e87d889cc369?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=1196&q=80",{"path":284,"title":285,"projectName":286,"clientLogo":287,"smallCoverImage":7,"largeCoverImage":288},"\u002Fprojects\u002Fstory-homes","Story Homes","Providing total visibility across UK wide land developments","\u002Fimg\u002Fclient-logos\u002Fstoryhomes.png","https:\u002F\u002Fwww.ownplacer.com\u002Fuploads\u002FPlacer%20County%20Single%20Story%20Homes%20for%20Sale.jpg",{"path":290,"title":291,"projectName":292,"clientLogo":293,"smallCoverImage":294,"largeCoverImage":295},"\u002Fprojects\u002Ftechbuyer","Techbuyer","Development & integration to support 100,000+ product sales globally with 100% uptime","\u002Fimg\u002Fclient-logos\u002Ftechbuyer.png","\u002Fimg\u002Fscreens\u002Ftechbuyer_project_banner-mobile.jpg","\u002Fimg\u002Fscreens\u002Ftechbuyer_project_banner.png",{"path":297,"title":298,"projectName":299,"clientLogo":300,"smallCoverImage":7,"largeCoverImage":301},"\u002Fprojects\u002Fthe-national-institute-for-health-research","The National Institute of Health Research ","Leveraging AI to transform medical research dissemination ","\u002Fimg\u002Fclient-logos\u002Fnihr.png","\u002Fimg\u002Fscreens\u002Fnihr_cover.jpg",{"path":303,"title":304,"projectName":305,"clientLogo":300,"smallCoverImage":7,"largeCoverImage":306},"\u002Fprojects\u002Fthe-national-institute-for-health-research-nihr","The National Institute for Health Research (NIHR)","A platform to manage £317m funding allocation each year","\u002Fimg\u002Fscreens\u002Fnihr-healthcare-worker.jpg",{"path":308,"title":309,"projectName":310,"clientLogo":311,"smallCoverImage":7,"largeCoverImage":312},"\u002Fprojects\u002Funitas-wholesale","Unitas Wholesale","Building a system to manage all sales agreement processes ","\u002Fimg\u002Fclient-logos\u002Funitaslogo.png","\u002Fimg\u002Fscreens\u002Funitaswholesalebanner-1.png",{"path":314,"title":315,"projectName":316,"clientLogo":317,"smallCoverImage":7,"largeCoverImage":318},"\u002Fprojects\u002Fyorkshire-gas-power-ygp","Yorkshire Gas & Power (YGP)","Automating end to end billing processes through one centralised platform","\u002Fimg\u002Fclient-logos\u002Fygp.png","\u002Fimg\u002Fscreens\u002Fbannerimage_ygp.jpg",{"path":320,"title":321,"projectName":322,"clientLogo":323,"smallCoverImage":7,"largeCoverImage":324},"\u002Fprojects\u002Fyorkshire-sport-foundation","Yorkshire Sport Foundation","Giving greater visibility and reporting across initiatives and participants ","\u002Fimg\u002Fclient-logos\u002Fyorkshire-sport.png","\u002Fimg\u002Fscreens\u002Fbannerimage_ysf.jpg",1778145933596]