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We outline three question areas before beginning data projects.",{"path":268,"title":269,"author":36,"date":270,"image":271,"customExcerpt":272,"excerpt":85},"\u002Fblog\u002Faudacia-and-northern-launch-new-ai-chatbot","Audacia and Northern launch new AI WhatsApp chatbot for enhanced customer service","2023-10-02T14:57:29.159Z","\u002Fimg\u002Fblog\u002Faudacianorthernpr.jpg","Software development company, Audacia, has partnered with Northern, one of the UK's largest rail operators, to launch an innovative new AI-powered chatbot on WhatsApp",{"path":274,"title":275,"author":263,"date":276,"image":277,"customExcerpt":278,"excerpt":85},"\u002Fblog\u002F3-considerations-for-ai-and-machine-learning-projects","AI Discovery: 3 Questions for Machine Learning Projects","2024-01-10T14:43:35.535Z","\u002Fimg\u002Fblog\u002Fmachinelearningprojectconsiderations.png","Organisations have various factors to consider when beginning AI and machine learning projects. 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Here we look at how Azure OpenAI Service works in more detail and evaluate the benefits, use cases and best practices","\u002Fnew-services\u002Fdata-visualisation-consultancy",{"title":288,"description":289,"keywords":290},"Data Visualisation Consultancy | Data Visualisation & Reporting","Providing end-to-end data analytics and reporting consultancy to help companies gain actionable insights from data through impactful visualisations.","Data Visualisation Consultancy, Data Visualisation & Reporting","new-services\u002Fdata-visualisation-consultancy",[293],{"path":294,"stem":295,"title":296,"companyName":297,"content":298,"largeCoverImage":299},"\u002Ftestimonials\u002Fgeorge-thomson-story-homes","testimonials\u002Fgeorge-thomson-story-homes","George Thomson","Story Homes","They are a key business partner because of their high-quality work and its impact on our business. Our organisation believes that quality is key, and we’ve found that Audacia buys 100% into that. They always try to meet our requirements, no matter how challenging.","\u002Fimg\u002Fstory-homes-cover-image.jpg","_T0KfqNZVLgOw6lFbveuWwSJziC573iQOSJW_hNJuBQ",[302,308,315,321],{"path":303,"title":304,"author":263,"date":305,"image":306,"customExcerpt":307,"excerpt":85},"\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":309,"title":310,"author":311,"date":312,"image":313,"customExcerpt":314,"excerpt":85},"\u002Fblog\u002Fdata-foundations-for-scalable-ai","Enterprise Data Foundations: The Determinant of AI at Scale ","Ryan Crompton","2026-04-29T13:44:21.144Z","\u002Fimg\u002Fblog\u002Fdata-foundations-for-ai.png","Most enterprise AI projects stall not because the model fails, but because the data underneath is incomplete or inaccessible. This article sets out the five dimensions of AI data readiness, examines how data debt compounds across initiatives, and explores the architectural patterns that allow organisations to scale AI.",{"path":316,"title":317,"author":85,"date":318,"image":319,"customExcerpt":320,"excerpt":85},"\u002Fblog\u002Fwhat-ai-assisted-engineering-means-for-software-testing","What AI-Assisted Engineering Means for Software Testing ","2026-04-29T13:38:42.140Z","\u002Fimg\u002Fblog\u002Fai-engineering-impact-on-testing.png","AI coding tools are now embedded in most development workflows, but AI-generated code introduces more security vulnerabilities, duplication and critical defects than human-written code. This article examines the risks and the testing and governance practices engineering leaders need to capture the productivity benefits without accumulating quality debt.",{"path":322,"title":323,"author":36,"date":324,"image":325,"customExcerpt":326,"excerpt":85},"\u002Fblog\u002Faudacia-shortlisted-in-british-data-awards-2026","Audacia shortlisted in British Data Awards 2026","2026-03-27T14:51:16.422Z","\u002Fimg\u002Fblog\u002Fbritishdataawards2026-shortlisted.png","Audacia is shortlisted for AI Company of the Year at the 2026 British Data Awards. 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