[{"data":1,"prerenderedAt":325},["ShallowReactive",2],{"projects-detail:a-mental-healthcare-provider":3,"projects-detail:surrounding:a-mental-healthcare-provider":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-mental-healthcare-provider.md","A mental healthcare provider","A mental healthcare provider offering a wide range of private psychological therapy and neurodevelopmental services, supporting adults, children and young people who experience emotional and psychological issues. ",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 mental healthcare provider offering a wide range of private psychological therapy and neurodevelopmental services, supporting adults, children and young people who experience emotional and psychological issues.",[12,21,23],{"id":22},"background","Background",[17,25,26],{},"A healthcare organisation’s existing data architecture was designed to integrate key systems including Proclaim and Dynamics while supporting future integrations. However, as the organisation expanded and additional systems were incorporated, challenges emerged around data accuracy, reliability, and accessibility.",[17,28,29],{},"Audacia was engaged to conduct a comprehensive technical review of the architecture, evaluating its suitability for the organisation’s scale and assessing whether the infrastructure could support robust, scalable, and efficient operations moving forward.",[12,31,33],{"id":32},"solution","Solution",[17,35,36],{},"Our review encompassed multiple dimensions of the data ecosystem. We analysed the technology stack, which leverages different tools for data warehousing, data ingestion, and orchestration. While these technologies proved generally fit for purpose, we identified opportunities to optimise resilience and enhance data governance.",[17,38,39],{},"The architecture demonstrated strong scalability through cloud-based infrastructure and flexible data ingestion capabilities. However, the reliance on batch processing created latency in reporting, and manual processes in data validation and error handling limited efficiency.",[17,41,42],{},"Our assessment revealed opportunities in additional automation tools and advanced data governance. We identified key vulnerabilities around manual processes, inconsistent validation procedures, and coordination challenges with external systems.",[17,44,45],{},"A particular focus area was data quality, which emerged as the most significant challenge. The complexity of handling medical data, combined with limitations in input validation at external data sources, created downstream impacts on reporting and operations.",[12,47,49],{"id":48},"results","Results",[17,51,52],{},"The technical review delivered:",[54,55],"project-results",{":results":48},[17,57,58],{},"By delivering these recommendations, opportunities and roadmaps were provided to enhance the robustness and efficiency of their data operations while maintaining the security and integrity essential for handling sensitive medical information.",{"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\u002Fmh_logo.png","md","\u002Fimg\u002Fscreens\u002Fmh_cover.avif",{"statBlock":71},{"title":72,"text":73},"Mental Healthcare Provider","Data Architecture",true,"\u002Fprojects\u002Fa-mental-healthcare-provider","Ensuring data architecture is robust, scalable, and efficient",[78,80,82,84,86],{"text":79},"A comprehensive evaluation of the current architecture's strengths and limitations",{"text":81},"Detailed recommendations for enhancing data quality and governance",{"text":83},"Strategic guidance for reducing manual interventions and automating key processes",{"text":85},"A roadmap for improving system resilience and reliability",{"text":87},"Clear direction for strengthening security controls and compliance measures",{"title":89,"description":90,"keywords":91},"Enterprise Data Architecture Review | Audacia","Data consultancy, Audacia, collaborates with a leading mental healthcare provider to ensure data architecture is robust, scalable and efficient. 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delivery",{"path":106,"title":107,"projectName":108,"clientLogo":109,"smallCoverImage":7,"largeCoverImage":110},"\u002Fprojects\u002Fa-leading-appliance-and-electronics-retailer","A leading appliance and electronics retailer","Delivering a data analytics, reporting and migration strategy ","\u002Fimg\u002Fclient-logos\u002Far_logo.png","\u002Fimg\u002Fscreens\u002Fappliances_cover.avif",{"path":75,"title":5,"projectName":76,"clientLogo":67,"smallCoverImage":7,"largeCoverImage":69},{"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 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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",1778145933612]