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manage governance, risk and security across AI and digital programmes, from establishing AI governance frameworks and responsible AI policies to regulatory compliance and cyber security advisory.","\u002Fimg\u002Fservice-page\u002Fcloud-security.jpg","lucide:shield-check",{"title":56,"slug":57,"icon":58,"subtitle":59,"services":60},"Engineering","engineering","lucide:cog","Building large-scale, complex software platforms - from enterprise legacy modernisation, to greenfield projects, we deliver solutions that automate, streamline and simplify processes, meeting the needs of today and the future.",[61,68,75,82,89],{"slug":62,"title":63,"subtitle":64,"description":65,"image":66,"icon":67},"software-development-company-uk","Software Development","Engineering complex, mission critical software platforms","Designing and delivering large-scale, complex software platforms for enterprise and public sector organisations across industries, from initial discovery and design through to deployment 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framework.","lucide:clipboard-check",{"slug":109,"title":110,"subtitle":111,"description":112,"image":113,"icon":114},"automated-testing","Automated Testing","Building automated test suites to improve quality, speed and confidence","Designing and delivering automated testing frameworks across end-to-end, API and performance testing, built around your technology stack and embedded directly into delivery pipelines for reliable, maintainable coverage at pace.","\u002Fimg\u002Fservice-page\u002Fdevops.jpg","lucide:bot",{"slug":116,"title":117,"subtitle":118,"description":119,"image":120,"icon":121},"performance-load-testing","Performance & Load Testing","Validating system performance, resilience and scalability under demand","Validating system performance under real-world demand for organisations where reliability, scalability and speed are business-critical, from pre-release testing and bottleneck identification through to continuous performance testing in delivery 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complex datasets to surface trends, correlations and forecasts that inform decisions across sales, supply chain, operations and strategic planning, from predictive analytics to big data analysis.","lucide:line-chart",{"slug":153,"title":154,"subtitle":155,"description":156,"image":157,"icon":158},"data-migration-services","Data Migration","Delivering large migrations across architectures and environments","Delivering large-scale, complex data migrations across cloud, database and application systems, ensuring data is clean, accurate and reliable throughout transition with no disruption to operations or loss of data fidelity.","\u002Fimg\u002Fservice-page\u002Fmigration.jpg","lucide:database-backup",{"slug":160,"title":161,"subtitle":162,"description":163,"image":164,"icon":138},"data-engineering-services","Data Engineering","Engineering pipelines to consolidate, process and aggregate data","Building the scalable data pipelines, storage architectures and integration frameworks that consolidate, process and aggregate data across the organisation, providing the foundations for effective analytics and decision making.","\u002Fimg\u002Fservice-page\u002Fdata-engineering.jpg",{"slug":166,"title":167,"subtitle":168,"description":169,"image":170,"icon":171},"data-platform-consulting","Enterprise Data Products","Designing, delivering and optimising enterprise data platforms to provide unified data foundations","Designing, implementing and optimising enterprise data platforms using Snowflake, Databricks and Apache Spark, delivering unified, governed data foundations that support analytics, self-service insights and AI capability at scale.","\u002Fimg\u002Fservice-page\u002Fenterprise-data-products.jpg","lucide:layers",{"title":173,"slug":174,"icon":175,"subtitle":176,"services":177},"AI","ai","lucide:brain","Guiding organisations through the practical application of AI - from early experimentation to production-grade systems, we create solutions that improve services and 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optimisation.","\u002Fimg\u002Fservice-page\u002Fai-cloud.jpg","lucide:cloud-cog",{"slug":203,"title":204,"subtitle":205,"description":206,"image":207,"icon":175},"ai-machine-learning-consulting","Data Science and ML","Building data science and machine learning solutions tailored to real-world challenges","Delivering data science and machine learning solutions for enterprise and public sector organisations across forecasting and prediction, insight and discovery, and optimisation and recommendation use cases.","\u002Fimg\u002Fservice-page\u002Fml.jpg",{"title":209,"slug":210,"icon":211,"subtitle":212,"services":213},"Cloud","cloud","lucide:cloud","Supporting organisations in building secure, scalable cloud environments - whether migrating systems, modernising platforms, or optimising existing infrastructure, we focus on delivering cloud solutions that improve performance, resilience, and cost-efficiency.",[214,220,227,233,239],{"slug":215,"title":216,"subtitle":217,"description":218,"image":39,"icon":219},"cloud-architecture-consulting","Cloud Architecture & Design","Designing cloud solutions optimised for resilience and scale","Designing and architecting robust, scalable cloud solutions across public and hybrid cloud environments, from cloud strategy and planning through to implementation and ongoing optimisation, using Well-Architected Frameworks and infrastructure-as-code techniques.","lucide:network",{"slug":221,"title":222,"subtitle":223,"description":224,"image":225,"icon":226},"cloud-migration-consulting","Cloud Adoption & Migration","Migrating to cloud infrastructures to enhance accessibility, performance and scalability","Delivering seamless migration of systems, data and workloads to optimal cloud platforms with minimal disruption to operations, across Azure, AWS and Google Cloud, from initial assessment and adoption planning through to post-migration optimisation and support.","\u002Fimg\u002Fservice-page\u002Fcloud-adoption.jpg","lucide:cloud-upload",{"slug":228,"title":229,"subtitle":230,"description":231,"image":120,"icon":232},"cloud-application-development","Cloud Native Solutions","Building scalable and resilient cloud native solutions rapidly","Designing and building highly scalable, resilient cloud native applications that fully harness the advantages of dynamic cloud environments, from microservices architecture and containerisation through to automated CI\u002FCD pipelines and continuous delivery.","lucide:boxes",{"slug":234,"title":235,"subtitle":236,"description":237,"image":113,"icon":238},"devops-consulting-services","DevOps & Pipelines","Embedding automation through DevOps for continuous integration, delivery and deployment","Transforming how software is delivered and released through optimised CI\u002FCD pipelines, infrastructure-as-code and DevOps culture, enabling teams to ship updates frequently, reliably and at pace across complex enterprise and public sector programmes.","lucide:workflow",{"slug":240,"title":241,"subtitle":242,"description":243,"image":53,"icon":54},"cloud-security-consulting","Cloud Security","Securing cloud environments through architecture, automation and optimisation","Securing cloud environments and workloads through risk-based security architecture, automated controls and continuous monitoring, helping organisations adopt cloud securely while meeting compliance obligations across Azure, AWS and Google Cloud.",[245,250,256,262],{"path":246,"title":247,"blockDescription":248,"icon":74,"bgColour":249},"\u002Fhelp\u002Fadvice","Advise","Offering strategic advice, technology consultancy and support on end-to-end digital transformation.","#1174d6",{"path":251,"title":252,"blockDescription":253,"icon":254,"bgColour":255},"\u002Fhelp\u002Fpeople","Collaborate","Augment your internal teams with skilled, experienced specialists to accelerate delivery and reduce risk.","lucide:users","#F4743B",{"path":257,"title":258,"blockDescription":259,"icon":260,"bgColour":261},"\u002Fhelp\u002Fprojects","Deliver","Combining domain and technology expertise to build digital products and services at speed and scale.","lucide:kanban-square","#348d69",{"path":263,"title":264,"blockDescription":265,"icon":266,"bgColour":267},"\u002Fhelp\u002Fsupport","Maintain","Managed support and hosting services to keep business-critical platforms secure, resilient and scalable.","mdi:gauge","#A93F55",{"groupedServices":269},[270],{"title":12,"groups":271},[272,279,286,293,300,307],{"title":15,"slug":16,"icon":17,"subtitle":18,"services":273},[274,275,276,277,278],{"slug":21,"title":22,"subtitle":23,"description":24,"image":25,"icon":26},{"slug":28,"title":29,"subtitle":30,"description":31,"image":32,"icon":33},{"slug":35,"title":36,"subtitle":37,"description":38,"image":39,"icon":40},{"slug":42,"title":43,"subtitle":44,"description":45,"image":46,"icon":47},{"slug":49,"title":50,"subtitle":51,"description":52,"image":53,"icon":54},{"title":56,"slug":57,"icon":58,"subtitle":59,"services":280},[281,282,283,284,285],{"slug":62,"title":63,"subtitle":64,"description":65,"image":66,"icon":67},{"slug":69,"title":70,"subtitle":71,"description":72,"image":73,"icon":74},{"slug":76,"title":77,"subtitle":78,"description":79,"image":80,"icon":81},{"slug":83,"title":84,"subtitle":85,"description":86,"image":87,"icon":88},{"slug":90,"title":91,"subtitle":92,"description":93,"image":94,"icon":95},{"title":97,"slug":98,"icon":99,"subtitle":100,"services":287},[288,289,290,291,292],{"slug":103,"title":104,"subtitle":105,"description":106,"image":32,"icon":107},{"slug":109,"title":110,"subtitle":111,"description":112,"image":113,"icon":114},{"slug":116,"title":117,"subtitle":118,"description":119,"image":120,"icon":121},{"slug":123,"title":124,"subtitle":125,"description":126,"image":127,"icon":128},{"slug":130,"title":131,"subtitle":132,"description":133,"image":53,"icon":134},{"title":136,"slug":137,"icon":138,"subtitle":139,"services":294},[295,296,297,298,299],{"slug":142,"title":143,"subtitle":144,"description":145,"image":32,"icon":47},{"slug":147,"title":148,"subtitle":149,"description":150,"image":46,"icon":151},{"slug":153,"title":154,"subtitle":155,"description":156,"image":157,"icon":158},{"slug":160,"title":161,"subtitle":162,"description":163,"image":164,"icon":138},{"slug":166,"title":167,"subtitle":168,"description":169,"image":170,"icon":171},{"title":173,"slug":174,"icon":175,"subtitle":176,"services":301},[302,303,304,305,306],{"slug":179,"title":180,"subtitle":181,"description":182,"image":127,"icon":128},{"slug":184,"title":185,"subtitle":186,"description":187,"image":188,"icon":189},{"slug":191,"title":192,"subtitle":193,"description":194,"image":25,"icon":114},{"slug":196,"title":197,"subtitle":198,"description":199,"image":200,"icon":201},{"slug":203,"title":204,"subtitle":205,"description":206,"image":207,"icon":175},{"title":209,"slug":210,"icon":211,"subtitle":212,"services":308},[309,310,311,312,313],{"slug":215,"title":216,"subtitle":217,"description":218,"image":39,"icon":219},{"slug":221,"title":222,"subtitle":223,"description":224,"image":225,"icon":226},{"slug":228,"title":229,"subtitle":230,"description":231,"image":120,"icon":232},{"slug":234,"title":235,"subtitle":236,"description":237,"image":113,"icon":238},{"slug":240,"title":241,"subtitle":242,"description":243,"image":53,"icon":54},{"id":315,"title":316,"about":317,"body":318,"description":324,"extension":338,"image":339,"links":340,"meta":346,"name":316,"navigation":347,"order":348,"path":349,"role":350,"seo":351,"slug":352,"stem":353,"__hash__":354},"boardMembers\u002Fboard-members\u002Frichard-brown.md","Richard Brown","Richard Brown is Technology Director at Audacia, bringing over 15 years of software engineering and enterprise delivery experience.\n",{"type":319,"value":320,"toc":334},"minimark",[321,325,328,331],[322,323,324],"p",{},"Richard Brown is Technology Director at Audacia, bringing over 15 years of software engineering and enterprise delivery experience.",[322,326,327],{},"Richard is responsible for setting the technical direction across Audacia's projects, maintaining engineering and testing standards, and ensuring that architectural decisions align with best practice and long-term maintainability.",[322,329,330],{},"He works closely with delivery teams and senior client stakeholders across complex technology programmes, supporting operating model change and helping organisations align their technical landscape with their broader business goals.",[322,332,333],{},"Richard has played a central role in embedding AI within Audacia's engineering practices, leading tooling evaluation, process redesign, capability building and governance to help teams adopt AI safely, effectively and at pace. That work draws directly on lessons from real-world delivery across both engineering-led and AI-driven programmes.",{"title":335,"searchDepth":336,"depth":336,"links":337},"",2,[],"md","\u002Fimg\u002Fpeople\u002Frichard-brown.jpg",[341],{"label":342,"url":343,"colour":344,"icon":345},"LinkedIn","https:\u002F\u002Fuk.linkedin.com\u002Fin\u002Frichard-brown-2513b37a","#0a66c2","simple-icons:linkedin",{},true,4,"\u002Fboard-members\u002Frichard-brown","Technical Director",{"description":324},null,"board-members\u002Frichard-brown","35N_njVzg9NKKKl-CNzqDaeU6h8iInEMySb4Ut8QDGo",[356,362,368,374,380,386,392,398],{"path":357,"title":358,"author":316,"date":359,"image":360,"customExcerpt":361,"excerpt":352},"\u002Fblog\u002Ftesting-in-legacy-modernisation","A Testing Strategy for Legacy Modernisation","2026-07-08T15:42:18.390Z","\u002Fimg\u002Fblog\u002Fsoftware-testing-in-legacy-modernisation.png","Legacy systems often don't come with a specification, with their behaviour living in code nobody documented and workarounds nobody wrote down. This piece looks at why conventional testing breaks down in modernisation projects, how characterisation testing captures undocumented behaviour before it's changed, and how to measure whether your testing strategy is actually working.",{"path":363,"title":364,"author":316,"date":365,"image":366,"customExcerpt":367,"excerpt":352},"\u002Fblog\u002Ffrom-proof-of-concept-to-production-what-ai-projects-actually-require","From Proof of Concept to Production: What AI Projects Actually Require ","2026-07-06T08:40:10.465Z","\u002Fimg\u002Fblog\u002Fai-poc-to-production-ts-episode-1.png","The gap between a proof of concept and a production system is where a significant proportion of AI initiatives fail to progress. Understanding what that transition involves, and planning for it from the outset, is one of the more important things a technology leader can do before committing investment. This blog draws on Episode 1 of Audacia's podcast Technically Speaking and covers the lessons our guests have taken from productionising AI.",{"path":369,"title":370,"author":316,"date":371,"image":372,"customExcerpt":373,"excerpt":352},"\u002Ftechnical-blog\u002Fwhy-and-how-to-measure-engineer-experience","Engineer Experience: Why and How you Should Measure It","2026-05-13T08:48:08.716Z","\u002Fimg\u002Ftechnical-blog\u002Fengineer-experience.png","Discover why measuring Engineer Experience matters and how to do it effectively – exploring how people, processes and tools shape productivity across software engineering teams.",{"path":375,"title":376,"author":316,"date":377,"image":378,"customExcerpt":379,"excerpt":352},"\u002Fblog\u002Fuser-driven-development-in-digital-product-delivery","Building What Matters – Reducing the 80% Feature Waste in Product Delivery ","2026-04-29T13:54:52.396Z","\u002Fimg\u002Fblog\u002Fuser-driven-development.png","Half of everything software teams build is wasted. This is a consistent finding across multiple studies and decades of data, and it should be the starting point for any conversation about digital product delivery. This article looks at why technology projects consistently lose focus on user outcomes, what the evidence says about the impact of user-centred delivery, and how engineering leaders can build the discipline of tying every feature to genuine user value. ",{"path":381,"title":382,"author":316,"date":383,"image":384,"customExcerpt":385,"excerpt":352},"\u002Ftechnical-blog\u002Fai-assisted-engineering-building-the-foundations-for-adoption-and-scale","AI-Assisted Engineering: Building the Foundations for Adoption and Scale ","2026-03-19T10:10:15.304Z","\u002Fimg\u002Ftechnical-blog\u002Fai-assisted-engineering.png","Rolling out AI to engineering teams successfully depends on three interconnected phases: establishing solid foundations, executing a structured rollout and committing to continuous improvement. These observations come from our internal AI deployment at Audacia and supporting other organisations through similar transformations. ",{"path":387,"title":388,"author":316,"date":389,"image":390,"customExcerpt":391,"excerpt":352},"\u002Fblog\u002Ftesting-ai-how-to-evaluate-llms","Testing AI: How to Effectively Evaluate LLMs","2026-03-02T12:23:52.939Z","\u002Fimg\u002Fblog\u002Ftesting-ai-evaluating-llms.png","This article examines why traditional software testing falls short for LLM-powered systems and what organisations need to do differently. It covers the scale of the hallucination problem, evaluation approaches for RAG and agentic AI systems, the emerging regulatory requirements around AI testing, and how engineering leaders can build the evaluation capability needed to deploy AI responsibly.",{"path":393,"title":394,"author":316,"date":395,"image":396,"customExcerpt":397,"excerpt":352},"\u002Ftechnical-blog\u002Fbuilding-a-tech-radar-a-practical-guide-for-technology-leaders","Building a Tech Radar: A Practical Guide for Technology Leaders ","2025-10-02T16:15:18.642Z","\u002Fimg\u002Ftechnical-blog\u002Faudaciatechnologyradar.png","Technology leaders regularly make decisions that shape the technical direction of organisations. Each choice regarding frameworks, languages or tools influences how systems are built and maintained. The challenge is keeping those decisions aligned across organisations.\n\nOne of the most effective ways to achieve that alignment is by using a Tech Radar.",{"path":399,"title":400,"author":316,"date":401,"image":402,"customExcerpt":403,"excerpt":352},"\u002Ftechnical-blog\u002Fwhen-you-dont-need-ai-just-maths-statistics","When You Don’t Need AI - Just Maths & Statistics","2025-04-02T13:49:10.103Z","\u002Fimg\u002Ftechnical-blog\u002Fwhenyoudontneedai.png","In the rush towards AI and machine learning, it’s easy to forget that many business problems can be solved, often more transparently and robustly, with traditional mathematical and statistical techniques. This article highlights examples where statistical models or mathematical techniques can provide appropriate solutions in place of complex AI.\n",1783528564486]