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Based in Derry, he brings over 15 years of marketing experience to our content strategy. Outside of work, Chris loves spending time with his two young children, playing football, and exploring Ireland. ","text",[84],{"type":85,"attrs":86},"textStyle",{"color":87},"#3D3929","chris-dunne","blog/author/chris-dunne",-1170,[],176408854,"62a23d5f-cd56-4dee-91e3-5642f66fa78c","2024-11-25T20:08:58.249Z",[],[97,98,99],{"path":89,"name":24,"lang":35,"published":24},{"path":89,"name":24,"lang":37,"published":24},{"path":89,"name":24,"lang":39,"published":24},[101],{"name":102,"created_at":103,"published_at":104,"updated_at":105,"id":106,"uuid":107,"content":108,"slug":120,"full_slug":121,"sort_by_date":24,"position":122,"tag_list":123,"is_startpage":27,"parent_id":124,"meta_data":24,"group_id":125,"first_published_at":126,"release_id":24,"lang":31,"path":24,"alternates":127,"default_full_slug":121,"translated_slugs":128,"_stopResolving":40},"AI and automation","2025-08-19T08:06:19.962Z","2026-09-29T09:14:00.264Z","2026-09-29T09:14:00.282Z",81515233149777,"3ca53d54-ac91-4164-a973-ef9cabc51cf6",{"seo":109,"_uid":117,"icon":118,"name":102,"component":21},[110],{"_uid":111,"noIndex":27,"component":112,"metaFields":113},"e39fe6b6-7bf4-4b30-91c0-5d37d08e2361","seo",{"_uid":114,"plugin":115,"description":116},"acfe1e68-e437-46f5-b86d-34c382bc124b","meta-fields","How AI and automation are reshaping finance work: from automated expense approvals to AI-assisted reporting and forecasting.","53de838f-fa34-428c-8ebb-c91c00b2c34f",{"id":24,"alt":24,"name":52,"focus":24,"title":24,"source":24,"filename":52,"copyright":24,"fieldtype":57,"meta_data":119},{},"ai-and-automation","blog/topic/ai-and-automation",-570,[],176456153,"7e1b1946-7c16-41c9-a1ae-29d430eb6ed1","2025-08-19T08:06:29.358Z",[],[129,130,131],{"path":121,"name":24,"lang":35,"published":24},{"path":121,"name":24,"lang":37,"published":24},{"path":121,"name":24,"lang":39,"published":24},{"type":73,"content":133},[134,146,174,181,187,192,198,204,214,243,248,257,262,295,300,306,311,317,325,353,365,384,389,404,409,414,425,430,441,446,451,456,472,477,490,541,546,551,562,567,572,577,582,594,599,605,610,616,621,641,649,655,665,673,679,687,696,701,707,719,744],{"type":76,"attrs":135,"content":136},{"textAlign":24,"key":78},[137,139,144],{"text":138,"type":82},"Artificial intelligence (AI) has evolved from a ",{"text":140,"type":82,"marks":141},"futuristic concept to a transformative force in finance",[142],{"type":143},"bold",{"text":145,"type":82},". As organisations worldwide integrate increasingly sophisticated AI technologies, the financial sector continues to experience profound changes in operations, decision-making processes, and customer service approaches.",{"type":76,"attrs":147,"content":149},{"textAlign":24,"key":148},"p-1",[150,152,156,158,166,168,172],{"text":151,"type":82},"Despite this potential, a striking implementation gap remains. ",{"text":153,"type":82,"marks":154},"While 85% of CFOs express optimism about AI's potential efficiency gains, 61% of finance teams have yet to implement AI into their workflows ",[155],{"type":143},{"text":157,"type":82},"(",{"text":159,"type":82,"marks":160},"State of AI in Finance, CFO Connect, 2025",[161],{"type":162,"attrs":163},"link",{"href":164,"uuid":24,"anchor":24,"target":165,"linktype":61},"https://www.spendesk.com/landing/state-of-ai-finance-2025-cfo-connect/","_blank",{"text":167,"type":82},")",{"text":169,"type":82,"marks":170},".",[171],{"type":143},{"text":173,"type":82}," This gap between enthusiasm and action presents both a challenge and an opportunity for finance leaders in 2026.",{"type":175,"attrs":176,"content":178},"heading",{"level":177,"textAlign":24},2,[179],{"text":180,"type":82},"Understanding AI's evolving role in modern finance",{"type":76,"attrs":182,"content":184},{"textAlign":24,"key":183},"p-2",[185],{"text":186,"type":82},"The journey of AI in financial services has been remarkable. From early rule-based systems in the 1980s to today's sophisticated machine learning algorithms, AI has become integral to financial operations. Recent advances in generative AI, quantum computing applications, and federated learning have accelerated this transformation, making AI indispensable for financial innovation in 2026.",{"type":175,"attrs":188,"content":189},{"level":177,"textAlign":24},[190],{"text":191,"type":82},"6 ways AI is transforming financial services in 2026",{"type":76,"attrs":193,"content":195},{"textAlign":24,"key":194},"p-3",[196],{"text":197,"type":82},"Leading financial organisations are deploying AI across diverse operational areas with impressive results. Here are six key ways AI is transforming the industry.",{"type":175,"attrs":199,"content":201},{"level":200,"textAlign":24},3,[202],{"text":203,"type":82},"1. Real-time fraud detection and security",{"type":76,"attrs":205,"content":207},{"textAlign":24,"key":206},"p-4",[208],{"text":209,"type":82,"marks":210},"AI now serves as an increasingly sophisticated guardian of financial transactions, analysing billions of data points instantaneously to identify suspicious patterns. Major payment processors leverage multimodal AI systems that simultaneously analyse transaction data, user behaviour patterns, and contextual information to provide unprecedented security at scale while reducing false positives that previously frustrated legitimate customers.",[211],{"type":85,"attrs":212},{"color":213},"#000000",{"type":76,"attrs":215,"content":217},{"textAlign":24,"key":216},"p-5",[218,223,232,237],{"text":219,"type":82,"marks":220},"For companies handling identity verification and ",[221],{"type":85,"attrs":222},{"color":213},{"text":224,"type":82,"marks":225},"fraud prevention",[226,230],{"type":162,"attrs":227},{"href":228,"uuid":24,"anchor":24,"target":229,"linktype":61},"https://www.spendesk.com/blog/company-credit-card-fraud/","_self",{"type":85,"attrs":231},{"color":213},{"text":233,"type":82,"marks":234},", AI has been transformative. While human compliance officers might manually review only 10-20% of new customer files, AI systems can review 100% of files almost instantly, dramatically ",[235],{"type":85,"attrs":236},{"color":213},{"text":238,"type":82,"marks":239},"improving security while reducing workload.",[240,242],{"type":85,"attrs":241},{"color":213},{"type":143},{"type":175,"attrs":244,"content":245},{"level":200,"textAlign":24},[246],{"text":247,"type":82},"2. Intelligent credit assessment",{"type":76,"attrs":249,"content":251},{"textAlign":24,"key":250},"p-6",[252],{"text":253,"type":82,"marks":254},"Credit scoring has evolved beyond traditional metrics and simple alternative data. Modern AI algorithms analyse diverse structured and unstructured data points, including transactional histories, payment behaviours, and even communication patterns, to assess creditworthiness with greater accuracy. ",[255],{"type":85,"attrs":256},{"color":213},{"type":175,"attrs":258,"content":259},{"level":200,"textAlign":24},[260],{"text":261,"type":82},"3. Predictive risk management",{"type":76,"attrs":263,"content":265},{"textAlign":24,"key":264},"p-7",[266,271,277,282,290],{"text":267,"type":82,"marks":268},"Financial institutions now employ advanced AI models to forecast and mitigate risks with remarkable precision. By processing vast amounts of market data, alternative data sources, customer behaviour patterns, and economic indicators,",[269],{"type":85,"attrs":270},{"color":213},{"text":272,"type":82,"marks":273}," AI helps organisations make more informed decisions about their investment portfolios and risk exposure",[274,276],{"type":85,"attrs":275},{"color":213},{"type":143},{"text":278,"type":82,"marks":279},". The integration of ",[280],{"type":85,"attrs":281},{"color":213},{"text":283,"type":82,"marks":284},"climate risk models",[285,288],{"type":162,"attrs":286},{"href":287,"uuid":24,"anchor":24,"target":165,"linktype":61},"https://www.icf.com/insights/climate-risk-modeling",{"type":85,"attrs":289},{"color":213},{"text":291,"type":82,"marks":292}," into financial analysis has become standard practice in 2026.",[293],{"type":85,"attrs":294},{"color":213},{"type":175,"attrs":296,"content":297},{"level":200,"textAlign":24},[298],{"text":299,"type":82},"4. Personalised customer journeys",{"type":76,"attrs":301,"content":303},{"textAlign":24,"key":302},"p-8",[304],{"text":305,"type":82},"AI-powered platforms have transformed the customer experience in finance. Beyond simple chatbots, financial institutions now deploy sophisticated virtual advisors that provide tailored financial guidance based on individual circumstances, goals, and risk profiles. These systems continuously learn from interactions, becoming more effective at anticipating customer needs and delivering relevant solutions.",{"type":175,"attrs":307,"content":308},{"level":200,"textAlign":24},[309],{"text":310,"type":82},"5. Responsible algorithmic trading",{"type":76,"attrs":312,"content":314},{"textAlign":24,"key":313},"p-9",[315],{"text":316,"type":82},"AI has revolutionised trading by enabling comprehensive analysis of market conditions, news sentiment, and economic indicators. In 2026, the focus has shifted toward explainable AI for trading algorithms, allowing for better transparency, regulatory compliance, and risk management. This evolution helps investors optimise their portfolios while maintaining appropriate human oversight.",{"type":175,"attrs":318,"content":319},{"level":200,"textAlign":24},[320],{"text":321,"type":82,"marks":322},"6. Automated data processing and financial operations",[323],{"type":85,"attrs":324},{"color":213},{"type":76,"attrs":326,"content":328},{"textAlign":24,"key":327},"p-10",[329,334,342,347],{"text":330,"type":82,"marks":331},"Finance teams are using AI to handle large-scale data reconciliation and financial reporting. One notable example comes from ",[332],{"type":85,"attrs":333},{"color":213},{"text":335,"type":82,"marks":336},"OpenAI",[337,340],{"type":162,"attrs":338},{"href":339,"uuid":24,"anchor":24,"target":229,"linktype":61},"https://openai.com/",{"type":85,"attrs":341},{"color":213},{"text":343,"type":82,"marks":344},", where the finance team leveraged AI to process compute usage data that had grown too complex for traditional Excel-based workflows. The result? ",[345],{"type":85,"attrs":346},{"color":213},{"text":348,"type":82,"marks":349},"An 80% reduction in manual data processing time and significantly faster financial close periods.",[350,352],{"type":85,"attrs":351},{"color":213},{"type":143},{"type":76,"attrs":354,"content":356},{"textAlign":24,"key":355},"p-11",[357,359,363],{"text":358,"type":82},"An MIT/Stanford study in August 2025 found that ",{"text":360,"type":82,"marks":361},"\"AI cuts monthly financial close time by 7.5 days\"",[362],{"type":143},{"text":364,"type":82}," for accounting firms using the technology. The research also showed that AI-using accountants support 55% more clients per week compared to non-users.",{"type":76,"attrs":366,"content":368},{"textAlign":24,"key":367},"p-12",[369,374,380],{"text":370,"type":82,"marks":371},"Similarly, modern AI tools can read receipts and invoices, extract relevant information, and automatically allocate expenses to the correct budgets. Some companies report reducing their invoice processing time from hours to minutes, with ",[372],{"type":85,"attrs":373},{"color":213},{"text":375,"type":82,"marks":376},"error rates dropping by up to 90%",[377,379],{"type":85,"attrs":378},{"color":213},{"type":143},{"text":169,"type":82,"marks":381},[382],{"type":85,"attrs":383},{"color":213},{"type":175,"attrs":385,"content":386},{"level":177,"textAlign":24},[387],{"text":388,"type":82},"The top benefits of AI in finance today",{"type":390,"attrs":391},"blok",{"id":392,"body":393},"b2bcc6de-6fa2-42f9-b27b-068868ea887e",[394],{"_uid":395,"type":52,"asset":396,"caption":52,"overlay":402,"component":403},"i-ae0a4400-0177-49b2-8d89-442382ce9534",{"id":397,"alt":398,"name":52,"focus":52,"title":52,"source":52,"filename":399,"copyright":52,"fieldtype":57,"meta_data":400,"content_type":401,"is_external_url":27},21254038,"Benefits of AI in finance","https://a.storyblok.com/f/146026/3396x2835/0963042452/ai-financial-services.png",{"alt":398,"title":52,"source":52,"copyright":52},"png",[],"image",{"type":76,"attrs":405,"content":406},{"textAlign":24,"key":78},[407],{"text":408,"type":82},"Beyond specific applications, AI implementation is delivering broader strategic advantages for forward-thinking financial institutions.",{"type":175,"attrs":410,"content":411},{"level":200,"textAlign":24},[412],{"text":413,"type":82},"1. Operational excellence and automation",{"type":76,"attrs":415,"content":416},{"textAlign":24,"key":148},[417,419,423],{"text":418,"type":82},"By handling complex processes that previously required significant manual intervention, ",{"text":420,"type":82,"marks":421},"AI dramatically improves operational efficiency and accuracy",[422],{"type":143},{"text":424,"type":82},". Financial professionals now focus primarily on strategic initiatives and relationship management rather than routine tasks, creating more meaningful work environments and better customer outcomes.",{"type":175,"attrs":426,"content":427},{"level":200,"textAlign":24},[428],{"text":429,"type":82},"2. Enhanced financial inclusion",{"type":76,"attrs":431,"content":432},{"textAlign":24,"key":183},[433,435,439],{"text":434,"type":82},"AI systems have significantly expanded ",{"text":436,"type":82,"marks":437},"access to financial services for previously underserved populations",[438],{"type":143},{"text":440,"type":82},". Through alternative data analysis and more nuanced risk assessment, financial institutions can now confidently serve customers who lack traditional credit histories or documentation, helping bridge the global financial inclusion gap.",{"type":175,"attrs":442,"content":443},{"level":200,"textAlign":24},[444],{"text":445,"type":82},"3. Sustainable finance integration",{"type":76,"attrs":447,"content":448},{"textAlign":24,"key":194},[449],{"text":450,"type":82},"AI technologies have become essential tools for measuring, reporting, and verifying environmental and social impacts of investments. Financial institutions leverage these capabilities to align their portfolios with sustainability goals while maintaining competitive returns, responding to both regulatory requirements and consumer demand.",{"type":175,"attrs":452,"content":453},{"level":200,"textAlign":24},[454],{"text":455,"type":82},"4. Proactive compliance management",{"type":76,"attrs":457,"content":458},{"textAlign":24,"key":206},[459,465,467,471],{"text":460,"type":82,"marks":461},"Regulatory technology",[462],{"type":162,"attrs":463},{"href":464,"uuid":24,"anchor":24,"target":165,"linktype":61},"https://www.ascentregtech.com/what-is-regtech/#:~:text=RegTech%20(Regulatory%20Technology)%20is%20the,young%2C%20RegTech%20is%20maturing%20rapidly.",{"text":466,"type":82}," (RegTech) powered by AI helps organisations navigate the increasingly complex compliance landscape. These systems continuously monitor transactions, communications, and operations to identify potential issues before they escalate, ",{"text":468,"type":82,"marks":469},"reducing compliance risks and costs while improving transparency",[470],{"type":143},{"text":169,"type":82},{"type":175,"attrs":473,"content":474},{"level":177,"textAlign":24},[475],{"text":476,"type":82},"Why finance teams remain cautious about AI adoption",{"type":76,"attrs":478,"content":479},{"textAlign":24,"key":216},[480,482,488],{"text":481,"type":82},"Despite these benefits, many finance professionals approach AI with measured caution. When a16z partner Ivan Makarov asked on ",{"text":483,"type":82,"marks":484},"LinkedIn",[485],{"type":162,"attrs":486},{"href":487,"uuid":24,"anchor":24,"target":229,"linktype":61},"https://www.linkedin.com/posts/ivansmakarov_honest-question-why-are-we-people-in-finance-activity-7303849987249975296-94Ez",{"text":489,"type":82}," why finance teams are slow to adopt AI, respondents highlighted several key barriers:",{"type":491,"attrs":492,"content":495},"ordered_list",{"order":493,"key":494},1,"ol-0",[496,508,519,530],{"type":497,"content":498},"list_item",[499],{"type":76,"attrs":500,"content":501},{"textAlign":24,"key":250},[502,506],{"text":503,"type":82,"marks":504},"Zero tolerance for errors in finance",[505],{"type":143},{"text":507,"type":82}," (unlike marketing, where small mistakes might be acceptable)",{"type":497,"content":509},[510],{"type":76,"attrs":511,"content":512},{"textAlign":24,"key":264},[513,517],{"text":514,"type":82,"marks":515},"Legacy systems and fragmented data ",[516],{"type":143},{"text":518,"type":82},"that aren't AI-friendly",{"type":497,"content":520},[521],{"type":76,"attrs":522,"content":523},{"textAlign":24,"key":302},[524,528],{"text":525,"type":82,"marks":526},"Need for transparency",[527],{"type":143},{"text":529,"type":82}," to satisfy auditors and regulators",{"type":497,"content":531},[532],{"type":76,"attrs":533,"content":534},{"textAlign":24,"key":313},[535,537],{"text":536,"type":82},"Lack of AI solutions ",{"text":538,"type":82,"marks":539},"that clearly outperform existing methods",[540],{"type":143},{"type":76,"attrs":542,"content":543},{"textAlign":24,"key":327},[544],{"text":545,"type":82},"These practical concerns explain why many finance teams remain cautious despite the technology's potential. Understanding these barriers is crucial for organisations looking to successfully implement AI in their financial operations.",{"type":175,"attrs":547,"content":548},{"level":177,"textAlign":24},[549],{"text":550,"type":82},"Navigating AI implementation challenges in financial services",{"type":390,"attrs":552},{"id":553,"body":554},"13bb1baa-d6b0-4668-9e71-94f0c4881685",[555],{"_uid":556,"type":52,"asset":557,"caption":52,"overlay":561,"component":403},"i-dbddd505-8210-4468-9e2b-742b13353570",{"id":558,"alt":52,"name":52,"focus":52,"title":52,"source":52,"filename":559,"copyright":52,"fieldtype":57,"meta_data":560,"is_external_url":27},14475105,"https://a.storyblok.com/f/146026/2380x1340/96ae1faf59/finance-business-partnering.png",{},[],{"type":76,"attrs":563,"content":564},{"textAlign":24,"key":355},[565],{"text":566,"type":82},"Despite AI's tremendous potential, financial institutions must navigate several significant hurdles to ensure successful implementation.",{"type":175,"attrs":568,"content":569},{"level":200,"textAlign":24},[570],{"text":571,"type":82},"1. Data privacy and governance",{"type":76,"attrs":573,"content":574},{"textAlign":24,"key":367},[575],{"text":576,"type":82},"As AI systems process sensitive financial data, organisations have developed comprehensive governance frameworks that balance innovation with robust privacy protections. Privacy-enhancing technologies like federated learning and homomorphic encryption now allow organisations to derive insights from data without compromising individual privacy.",{"type":175,"attrs":578,"content":579},{"level":200,"textAlign":24},[580],{"text":581,"type":82},"2. Algorithmic fairness and transparency",{"type":76,"attrs":583,"content":585},{"textAlign":24,"key":584},"p-13",[586,588,592],{"text":587,"type":82},"Ensuring AI systems make fair and unbiased decisions remains crucial. Financial institutions ",{"text":589,"type":82,"marks":590},"regularly audit their AI algorithms through independent third parties to prevent discrimination",[591],{"type":143},{"text":593,"type":82}," and maintain fairness in financial services delivery. Explainable AI approaches have become standard practice, allowing organisations to clearly articulate how decisions are made.",{"type":175,"attrs":595,"content":596},{"level":200,"textAlign":24},[597],{"text":598,"type":82},"3. Strategic implementation approach",{"type":76,"attrs":600,"content":602},{"textAlign":24,"key":601},"p-14",[603],{"text":604,"type":82},"Rather than attempting a complete overhaul, successful implementations often begin with a single, well-defined use case. This approach allows teams to demonstrate quick wins and build confidence before scaling to more complex workflows.",{"type":175,"attrs":606,"content":607},{"level":200,"textAlign":24},[608],{"text":609,"type":82},"4. Data quality management",{"type":76,"attrs":611,"content":613},{"textAlign":24,"key":612},"p-15",[614],{"text":615,"type":82},"Clean, well-organised data is crucial for AI success. While this might seem daunting, AI tools can actually help with the cleaning process, making them valuable even in the preparation phase.",{"type":175,"attrs":617,"content":618},{"level":200,"textAlign":24},[619],{"text":620,"type":82},"5. Building technical capabilities",{"type":76,"attrs":622,"content":624},{"textAlign":24,"key":623},"p-16",[625,630,636],{"text":626,"type":82,"marks":627},"Many finance teams lack technical expertise, but this shouldn't be a barrier. 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