You can buy AI software, but not years of AI development experience

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Over the past two years, AI has moved from a specialist technology to a boardroom priority at remarkable speed. Today, almost every company can access powerful AI tools, whether through large language...

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Today, almost every company can access powerful AI tools, whether through large language...</p>\n\n<a href=\"https://www.cityam.com/you-can-buy-ai-software-but-not-years-of-ai-development-experience/\">Source Link</a>\n\n</div>\n\n\n</article>\n</div>\n</body>\n</html>\n","isBrief":false,"type":0,"news_type":1,"symbol":"BK4551","symbol_name":"寇图资本持仓","start_time":0,"source_url":"https://www.cityam.com/you-can-buy-ai-software-but-not-years-of-ai-development-experience/","article_id":"2644700247","we_media_id":null,"thumbnails":["https://www.cityam.com/wp-content/uploads/2026/06/1200-x-800_edreams-espacios-br-27-1-1.webp?w=400&h=225&crop=1"],"rights":{"source":"cityam_highlight","url":"https://www.cityam.com/you-can-buy-ai-software-but-not-years-of-ai-development-experience/","rn_cache_url":null,"directOrigin":true},"url":"https://stock-news.laohu8.com/highlight/detail?id=2644700247","pubTimestamp":1781766000,"columns":[],"sourceInfo":{"source_id":"cityam_highlight","name":"cityam"},"weMediaInfo":null,"summary":"Stay ahead with our three daily briefings delivering all the key market moves, top business and political stories, and incisive analysis straight to your inbox.Most established businesses operate with years of legacy systems, fragmented processes and operational complexity. 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Today, almost every company can access powerful AI tools, whether through large language models, workflow automation or AI assistants integrated across different parts of the business.What is becoming increasingly clear, however, is that access to the technology itself is only one part of the equation.Businesses can buy software, but they cannot buy years of accumulated experience in understanding how AI actually works inside a complex organisation. That experience, including understanding where AI genuinely creates value, where it creates risk and how it can be integrated responsibly into everyday operations, is becoming a major competitive advantage.At eDreams ODIGEO, AI is not something we have discovered recently. We have spent more than a decade developing AI and embedding it into how the company operates, from personalisation and customer experience to engineering and product development. Over time, we have learned that the real value of AI does not come from isolated tools or short-term experimentation. It comes from integrating AI deeply into how a business makes decisions, operates at scale and serves customers consistently over many years.\n\nWhy long-term integration matters\n\n\n\n\n\n\nNews Updates\nStay ahead with our three daily briefings delivering all the key market moves, top business and political stories, and incisive analysis straight to your inbox.\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nRecently, we shared updates on how agentic AI is accelerating engineering efficiency across our business. Engineering innovation speed has increased fivefold, while productivity has risen by 47 per cent.Those results are not simply the outcome of deploying the latest AI tool. They reflect years of organisational learning, infrastructure development, engineering discipline and cultural adaptation across the company.There is still a growing assumption that AI advantage will quickly become commoditised because the underlying tools are now widely available. The technology itself may be accessible, but integrating it effectively into a large organisation is considerably more difficult than many people realise.\n\nMost established businesses operate with years of legacy systems, fragmented processes and operational complexity. Introducing AI into that environment requires organisational change, strong governance and a clear understanding of where AI can genuinely improve outcomes.Companies that have spent years integrating AI into their operations develop organisational instincts that are difficult to replicate quickly. They understand where AI delivers measurable value, where human expertise remains essential and how teams should be structured around these technologies responsibly.The complexity of AI in travelThis challenge is especially visible in the travel sector, where operational complexity sits at the centre of the business model.\n\nBehind every booking sits an ecosystem of airlines, hotels, payment systems, regulatory frameworks, customer service operations and constantly changing inventory, all operating across borders, currencies and legal environments.AI systems in travel need to operate within real-world operational constraints while maintaining trust, reliability and responsiveness for millions of travellers.","kind":"highlight","is_publish_news":true,"is_publish_highlight":false,"is_publish_live":false,"is_publish_wemedia":null,"editions":null,"column":"","sentiment":"0","news_tag":"","news_rank":0,"isVideo":false,"video":null,"symbols":[],"gpt_button":0,"need_auth":false,"need_login_tip":false,"code":"91000000","status":"200"},"commentList":[],"isCommentEnd":true,"newsSizeData":{"likeSize":0,"commentSize":0,"repostSize":0,"favoriteSize":0,"likeStatus":false,"favoriteStatus":false},"APP":{"userAgent":"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","isDev":false,"isTTM":true,"isLaohu8Offline":false,"tenantId":"TBGLOBAL","deviceId":"web-server-community-laohu8-v3","version":"4.44.0","shortVersion":"4.44.0","platform":"web","vendor":"web","appName":"ttm","isIOS":false,"isAndroid":false,"isTiger":false,"isTHS":false,"isWeiXin":false,"isWeiXinMini":false,"isWeiBo":false,"isQQ":false,"isBaiduSwan":false,"isBaiduBox":false,"isDingTalk":false,"isToutiao":false,"isOnePlus":false,"isHuaWei":false,"isXiaomi":false,"isXiaomiWebView":false,"isOppo":false,"isVivo":false,"isSamsung":false,"isMobile":false},"href":"/m/news/2644700247","isCrawlerRequest":true}