[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"blog-post-ai-adoption-reality-en":3,"blog-adjacent-ai-adoption-reality-en":29,"blog-related-ai-adoption-reality-en":63},{"id":4,"slug":5,"title":6,"excerpt":7,"content":8,"cover":9,"tone":10,"author":11,"publishedAt":12,"updatedAt":12,"readingMinutes":13,"featured":14,"tags":15,"category":19,"seoSettings":28},111,"ai-adoption-reality","AI in Practice: From Demos to Production","AI demos impress, yet production usage stays low. Where is the gap?","\u003Cp>The most common question this year has been what AI can do for us. We participated in several attempts, from document Q&A to ticket triage. The distance between demo and production turns out to be several hurdles.\u003C\u002Fp>\n\u003Ch2>Real-world thresholds\u003C\u002Fh2>\n\u003Cp>Data quality: internal documents are messy and stale, so retrieval often returns answers from three years ago.\u003C\u002Fp>\n\u003Cp>Cost of errors differs. A wrong sentence in chat is harmless; a wrong quote, contract clause or support reply is not.\u003C\u002Fp>\n\u003Cp>Habits: employees do not switch because a tool is advanced, only when it clearly saves time.\u003C\u002Fp>\n\u003Ch2>What has worked\u003C\u002Fh2>\n\u003Cp>Internal knowledge search: staff looking up policies and processes, where tolerance is high and gains direct.\u003C\u002Fp>\n\u003Cp>First drafts of repetitive copy: marketing and multilingual product descriptions drafted by AI, finalised by people.\u003C\u002Fp>\n\u003Cp>Assisted log and ticket classification: machine first, human confirmation, with measurable throughput gains.\u003C\u002Fp>\n\u003Cp>Adoption depends less on model capability than on scenario choice and organisational readiness. High tolerance, high repetition, clear payoff beats talk of frontiers.\u003C\u002Fp>","","indigo","佳益方圆团队","2026-09-03T12:39:00+08:00",1,false,[16,17,18],"Industry Watch","AI","Adoption",{"id":20,"parentId":21,"slug":22,"name":16,"description":23,"icon":24,"cover":9,"tone":25,"kind":26,"sortOrder":27,"count":21},5,0,"industry-watch","In-depth analysis of internet, software and digital industry trends with our own point of view.","globe","blue","article",20,{},{"previous":30,"next":46},{"id":20,"slug":31,"title":32,"excerpt":33,"content":9,"cover":9,"tone":34,"author":11,"publishedAt":35,"updatedAt":36,"readingMinutes":13,"featured":14,"tags":37,"category":40},"ai-assist-enterprise-software","AI in Enterprise Software: Start by Removing Repetitive Work","Enterprise scenarios do not need a chatty AI. They need an assistant that reliably shares repetitive work and whose results can be traced.","teal","2026-09-04T09:30:00+08:00","2026-10-18T15:58:14.704+08:00",[38,39],"AI Applications","Engineering Practice",{"id":13,"parentId":21,"slug":41,"name":42,"description":43,"icon":44,"cover":9,"tone":25,"kind":26,"sortOrder":45,"count":21},"engineering","Engineering","Hands-on engineering practices in architecture, performance optimization, AI integration and cross-platform delivery from our R and D team.","cpu",60,{"id":47,"slug":48,"title":49,"excerpt":50,"content":9,"cover":9,"tone":34,"author":11,"publishedAt":51,"updatedAt":51,"readingMinutes":13,"featured":14,"tags":52,"category":56},13,"cash-flow-before-margin","Cash Flow Beats Margin","Margin is a number in the ledger; cash flow decides whether the company survives to the next payment.","2026-09-01T12:39:00+08:00",[53,54,55],"Startup","Cash Flow","Operations",{"id":57,"parentId":21,"slug":58,"name":59,"description":60,"icon":61,"cover":9,"tone":25,"kind":26,"sortOrder":62,"count":21},6,"founder-notes","Founder Notes","Reflections from the founding team on business, management and product, documenting the growth of a software company.","pen-tool",10,[64,75,85],{"id":65,"slug":66,"title":67,"excerpt":68,"content":9,"cover":9,"tone":69,"author":11,"publishedAt":70,"updatedAt":70,"readingMinutes":13,"featured":14,"tags":71,"category":74},108,"gansu-manufacturing-digitalization","Three Observations on Manufacturing Digitalisation in Gansu","After visiting a dozen local manufacturers, digitalisation is less about buying software than filling foundations.","slate","2026-10-09T09:00:00+08:00",[16,72,73],"Manufacturing","Digitalisation",{"id":20,"parentId":21,"slug":22,"name":16,"description":23,"icon":24,"cover":9,"tone":25,"kind":26,"sortOrder":27,"count":21},{"id":76,"slug":77,"title":78,"excerpt":79,"content":9,"cover":9,"tone":25,"author":11,"publishedAt":80,"updatedAt":80,"readingMinutes":13,"featured":14,"tags":81,"category":84},109,"local-software-budget","Two New Trends in Local Software Budgets","Totals are flat, but the way money is spent has changed: fewer big one-off projects, more sustained investment.","2026-09-27T10:13:00+08:00",[16,82,83],"Budget","IT Strategy",{"id":20,"parentId":21,"slug":22,"name":16,"description":23,"icon":24,"cover":9,"tone":25,"kind":26,"sortOrder":27,"count":21},{"id":86,"slug":87,"title":88,"excerpt":89,"content":9,"cover":9,"tone":90,"author":11,"publishedAt":91,"updatedAt":92,"readingMinutes":13,"featured":14,"tags":93,"category":96},4,"cross-border-first-90-days","The First 90 Days of Going Global: Storefront, Payments and Fulfillment","Having an English website is only the beginning. What really decides the first 90 days is payments, compliance and delivery experience beyond the storefront.","cyan","2026-09-18T10:30:00+08:00","2026-10-18T15:58:14.692+08:00",[94,95],"Going Global","Cross-Border Commerce",{"id":20,"parentId":21,"slug":22,"name":16,"description":23,"icon":24,"cover":9,"tone":25,"kind":26,"sortOrder":27,"count":21}]