{"id":5004,"date":"2026-07-16T13:31:01","date_gmt":"2026-07-16T04:31:01","guid":{"rendered":"https:\/\/smilesoftware.org\/?p=5004"},"modified":"2026-07-16T13:31:02","modified_gmt":"2026-07-16T04:31:02","slug":"ai%e5%b0%8e%e5%85%a5%e3%81%ae%e3%83%a1%e3%83%aa%e3%83%83%e3%83%888%e9%81%b8%ef%bd%9c%e3%83%87%e3%83%a1%e3%83%aa%e3%83%83%e3%83%88%e3%82%84%e6%b4%bb%e7%94%a8%e6%99%82%e3%81%ae%e6%b3%a8%e6%84%8f","status":"publish","type":"post","link":"https:\/\/smilesoftware.org\/en\/ai%E5%B0%8E%E5%85%A5%E3%81%AE%E3%83%A1%E3%83%AA%E3%83%83%E3%83%888%E9%81%B8%E3%83%87%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88%E3%82%84%E6%B4%BB%E7%94%A8%E6%99%82%E3%81%AE%E6%B3%A8%E6%84%8F\/","title":{"rendered":"Eight Key Benefits of Introducing AI: Disadvantages, Practical Considerations, and Concrete Examples Explained Clearly"},"content":{"rendered":"<div class=\"wp-block-group smile-post-content\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><header class=\"smile-article-header\"><div><span class=\"smile-category-pill\">Blog<\/span><span class=\"smile-date\">2026-07-12<\/span><\/div><h1 class=\"smile-article-title\">Eight Key Benefits of Introducing AI: Disadvantages, Practical Considerations, and Concrete Examples Explained Clearly<\/h1><p class=\"smile-excerpt\"><\/p><\/header>\n\n<nav class=\"smile-toc\" aria-label=\"Table of Contents\"><h2 class=\"smile-toc__title\">Table of Contents<\/h2><div class=\"smile-toc__grid\"><a class=\"smile-toc__item\" href=\"#section-1\"><b class=\"smile-toc__number\">01<\/b><span class=\"smile-toc__label\">Why AI Adoption Is Attracting Attention<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-2\"><b class=\"smile-toc__number\">02<\/b><span class=\"smile-toc__label\">What is AI?<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-3\"><b class=\"smile-toc__number\">03<\/b><span class=\"smile-toc__label\">Eight Key Benefits of Introducing AI<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-4\"><b class=\"smile-toc__number\">04<\/b><span class=\"smile-toc__label\">Disadvantages and Key Considerations When Introducing AI<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-5\"><b class=\"smile-toc__number\">05<\/b><span class=\"smile-toc__label\">AI Use Cases That Are Likely to Deliver Results<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-6\"><b class=\"smile-toc__number\">06<\/b><span class=\"smile-toc__label\">How to Successfully Implement AI<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-7\"><b class=\"smile-toc__number\">07<\/b><span class=\"smile-toc__label\">How SMILE Can Help<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-8\"><b class=\"smile-toc__number\">08<\/b><span class=\"smile-toc__label\">Summary<\/span><\/a><a class=\"smile-toc__item\" href=\"#section-9\"><b class=\"smile-toc__number\">09<\/b><span class=\"smile-toc__label\">FAQ<\/span><\/a><\/div><\/nav>\n\n\n<div id=\"section-1\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">01<\/div><h2 class=\"smile-section__title\">Why AI Adoption Is Attracting Attention<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-01.png\" alt=\"AI\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c88\u9078\uff5c\u30c7\u30e1\u30ea\u30c3\u30c8\u3084\u6d3b\u7528\u6642\u306e\u6ce8\u610f\u70b9\u3001\u5177\u4f53\u4f8b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac - section-01\" class=\"wp-image-4994\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-01.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-01-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-01-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-01-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-01-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-01-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n\n<p>Labor shortages, increasingly complex operations, and rising expectations for faster customer service are making many companies realize that their current ways of working are no longer sustainable. Tasks such as inquiry handling, document creation, data aggregation, forecasting, and quality checks are especially prone to dependence on individual employees' experience and workload, making them vulnerable to operational silos.<\/p>\n\n\n\n<p>Against this backdrop, AI is attracting attention not merely as a trend, but as a practical way to improve operational efficiency and make decision-making factors more visible. However, introducing AI does not automatically produce results. It is important to understand not only the benefits, but also the risks and implementation requirements, and to use AI in a way that fits your company.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-2\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">02<\/div><h2 class=\"smile-section__title\">What is AI?<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-02.png\" alt=\"AI\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c88\u9078\uff5c\u30c7\u30e1\u30ea\u30c3\u30c8\u3084\u6d3b\u7528\u6642\u306e\u6ce8\u610f\u70b9\u3001\u5177\u4f53\u4f8b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac - section-02\" class=\"wp-image-4995\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-02.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-02-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-02-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-02-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-02-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-02-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n\n<p>AI (Artificial Intelligence) is a general term for technologies that use computers to perform intelligent processes traditionally carried out by humans, such as recognition, classification, prediction, summarization, generation, and decision support.<\/p>\n\n\n\n<p>In recent years, the use of generative AI, which can create text and images, has expanded alongside machine learning and deep learning. Using AI in business does not necessarily mean undertaking large-scale research and development. More companies are starting by embedding AI capabilities into existing workflows to reduce data entry work, automate initial responses to inquiries, and accelerate data analysis.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-3\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">03<\/div><h2 class=\"smile-section__title\">Eight Key Benefits of Introducing AI<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-03.png\" alt=\"AI\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c88\u9078\uff5c\u30c7\u30e1\u30ea\u30c3\u30c8\u3084\u6d3b\u7528\u6642\u306e\u6ce8\u610f\u70b9\u3001\u5177\u4f53\u4f8b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac - section-03\" class=\"wp-image-4996\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-03.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-03-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-03-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-03-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-03-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-03-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n<div class=\"smile-insight-cards\"><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--operations\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><circle cx=\"32\" cy=\"32\" r=\"9\"\/><path d=\"M32 8v8\"\/><path d=\"M32 48v8\"\/><path d=\"m15 15 6 6\"\/><path d=\"m43 43 6 6\"\/><path d=\"M8 32h8\"\/><path d=\"M48 32h8\"\/><path d=\"m15 49 6-6\"\/><path d=\"m43 21 6-6\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">1. Easier to reduce the burden caused by labor shortages<\/h3><\/div><p>One of the major benefits of adopting AI is its ability to support or automate routine tasks that people currently perform manually. Examples include routing inquiries, summarizing meeting notes, checking forms and reports, and handling internal FAQ responses\u2014tasks that are well suited to AI.<\/p><p>Even when hiring is difficult, it becomes easier to keep operations running while reducing the workload on existing team members, helping to ease pressure on frontline teams. This is especially practical for departments with large seasonal workload fluctuations, as they can maintain service quality even with a smaller team.<\/p><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--flexibility\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M14 32h26\"\/><path d=\"m32 22 10 10-10 10\"\/><path d=\"M50 18v28\"\/><path d=\"M14 18v28\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">2. Easier to improve operational speed<\/h3><\/div><p>AI can process tasks such as information retrieval, classification, summarization, drafting, and anomaly detection in a short amount of time. As a result, work that previously took tens of minutes to several hours can potentially be reduced to just a few minutes.<\/p><p>For example, AI can be especially effective in sales departments for drafting proposals and summarizing meeting minutes, in manufacturing departments for organizing inspection records, and in administrative departments for comparing and checking internal documents. Shortening work time can directly lead to reduced overtime or an increase in the number of cases handled.<\/p><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--quality\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M16 34 28 46 50 18\"\/><path d=\"M14 14h28\"\/><path d=\"M14 24h18\"\/><path d=\"M14 50h36\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">3. Easier to reduce inconsistencies in work quality<\/h3><\/div><p>Work performed by people can vary in quality due to differences in experience, understanding, and concentration. By using AI, companies can more easily standardize the initial quality of rule-based checks, classification, and draft content creation.<\/p><p>Of course, final checks still need to be performed by people, but simply standardizing the quality of the initial output can reduce the review workload. The benefits of standardization are likely to be especially clear in areas such as updating manuals, generating draft responses to inquiries, and checking items in contract documents.<\/p><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--data\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M12 18c0-5 9-9 20-9s20 4 20 9-9 9-20 9-20-4-20-9z\"\/><path d=\"M12 18v14c0 5 9 9 20 9s20-4 20-9V18\"\/><path d=\"M12 32v14c0 5 9 9 20 9s20-4 20-9V32\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">4. Makes it easier to advance data analysis and forecasting<\/h3><\/div><p>AI is highly effective at organizing large volumes of data and identifying correlations. It makes it easier to detect patterns that people may struggle to find on their own, such as sales trends, inventory fluctuations, inquiry details, and early signs of equipment abnormalities.<\/p><p>For example, demand forecasting can help reduce the risk of excess inventory or stockouts, while analysis of inquiry logs can reveal common customer frustrations. One major management benefit is that it becomes easier to shift decisions that once relied on intuition into discussions grounded in data.<\/p><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--cost\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><circle cx=\"32\" cy=\"32\" r=\"20\"\/><path d=\"M32 18v28\"\/><path d=\"M40 24c-2-4-14-5-16 1-3 8 17 5 14 14-2 6-14 5-17 0\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">5. Helps reduce human error<\/h3><\/div><p>Errors such as transcription mistakes, data entry errors, missed confirmations, and oversights occur routinely in many companies. AI can be readily applied to rule-based matching, anomaly detection, and duplicate checks, helping identify mistakes at an early stage.<\/p><p>In areas such as billing, inventory management, quality records, and customer data organization, even a single mistake can have a significant impact on downstream processes. Using AI as a support tool makes it easier to identify issues in advance that staff may otherwise overlook.<\/p><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--performance\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M12 46a22 22 0 1 1 40 0\"\/><path d=\"M32 32 44 20\"\/><path d=\"M20 46h24\"\/><path d=\"M18 34h4\"\/><path d=\"M42 34h4\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">6. Makes it easier to improve the quality of customer service<\/h3><\/div><p>Using AI chatbots, FAQ support, and email draft generation can speed up the initial response to inquiries. They can also provide first-level reception around the clock and suggest similar cases, helping reduce customer wait times.<\/p><p>By using AI to organize past inquiry histories, companies can more easily see what customers are struggling with and where they are dropping off. These insights can support not only improvements in customer satisfaction, but also reviews of product explanations and support systems.<\/p><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--replace\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M14 18h22v16H14z\"\/><path d=\"M28 30h22v16H28z\"\/><path d=\"m42 16 8 8-8 8\"\/><path d=\"M34 24h16\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">7. Helps employees focus on higher-priority work<\/h3><\/div><p>AI is an effective way to reduce simple, repetitive tasks that do not need to be handled by people. This allows employees to spend more time on work that is difficult for AI to replace, such as customer support, improvement proposals, decision-making, handling exceptions, and coordinating across departments.<\/p><p>The value of introducing AI is not simply about reducing headcount. Rather, it lies in reallocating limited talent to higher-value work. This makes it easier for organizations to improve overall productivity.<\/p><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--rehost\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M14 18h22v18H14z\"\/><path d=\"M42 16c6 0 10 4 10 9s-4 9-10 9h-5\"\/><path d=\"M20 44h24\"\/><path d=\"m36 38 8 6-8 6\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">8. Inspires ideas for new services and business process improvements<\/h3><\/div><p>Introducing AI not only improves the efficiency of existing operations, but also makes it easier to explore new ways of delivering value. For example, companies can test on a small scale solutions that were previously difficult to implement because they required too much effort, such as internal knowledge search, sales support, automated report generation, and predictive equipment maintenance.<\/p><p>AI can also be used to review customer data and operational logs, helping identify where inefficiencies are concentrated and what may be causing missed sales opportunities. Another important benefit is that AI adoption can prompt a broader review of overall business processes.<\/p><\/div><\/div><\/div><\/div>\n\n\n\n<div id=\"section-4\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">04<\/div><h2 class=\"smile-section__title\">Disadvantages and Key Considerations When Introducing AI<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-04.png\" alt=\"AI\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c88\u9078\uff5c\u30c7\u30e1\u30ea\u30c3\u30c8\u3084\u6d3b\u7528\u6642\u306e\u6ce8\u610f\u70b9\u3001\u5177\u4f53\u4f8b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac - section-04\" class=\"wp-image-4997\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-04.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-04-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-04-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-04-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-04-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-04-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n<p>AI offers many benefits, but there are also important points to consider before implementation.<\/p><div class=\"smile-evidence-panels\"><article class=\"smile-evidence-panel\"><div class=\"smile-evidence-panel__mark\"><span class=\"smile-evidence-panel__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--policy\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M18 8h20l10 10v38H18z\"\/><path d=\"M38 8v12h10\"\/><path d=\"M24 32h18\"\/><path d=\"M24 42h14\"\/><path d=\"m24 22 4 4 8-8\"\/><\/svg><\/span><\/div><div class=\"smile-evidence-panel__body\"><h3 class=\"smile-evidence-panel__title\">Information Leaks and Security Risks<\/h3><p>When using generative AI or cloud-based AI services, it is essential to carefully check how the information you enter will be handled. Entering confidential information, personal data, or non-public information without proper consideration may create information governance risks.<\/p><p>For this reason, it is important to establish usage rules, classify input data, manage access permissions, and define log review procedures in advance.<\/p><\/div><\/article><article class=\"smile-evidence-panel\"><div class=\"smile-evidence-panel__mark\"><span class=\"smile-evidence-panel__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--operations\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><circle cx=\"32\" cy=\"32\" r=\"9\"\/><path d=\"M32 8v8\"\/><path d=\"M32 48v8\"\/><path d=\"m15 15 6 6\"\/><path d=\"m43 43 6 6\"\/><path d=\"M8 32h8\"\/><path d=\"M48 32h8\"\/><path d=\"m15 49 6-6\"\/><path d=\"m43 21 6-6\"\/><\/svg><\/span><\/div><div class=\"smile-evidence-panel__body\"><h3 class=\"smile-evidence-panel__title\">Issues such as incorrect outputs or unclear sources<\/h3><p>Even when AI produces content that appears plausible, it may include factual errors or answers that lack sufficient evidence. In areas such as legal affairs, healthcare, finance, contracts, and external communications, using AI output as-is can be risky.<\/p><p>The basic principle is to use AI not as a replacement for human judgment, but as a tool to support it. For important use cases, it is essential to keep a human review process in place.<\/p><\/div><\/article><article class=\"smile-evidence-panel\"><div class=\"smile-evidence-panel__mark\"><span class=\"smile-evidence-panel__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--market\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M10 50h44\"\/><path d=\"M16 42 28 30l8 8 16-20\"\/><path d=\"M40 18h12v12\"\/><\/svg><\/span><\/div><div class=\"smile-evidence-panel__body\"><h3 class=\"smile-evidence-panel__title\">Implementation Costs and Operational Burden<\/h3><p>AI involves costs and effort not only during implementation, but also during ongoing operation. Companies need to consider tool usage fees, data preparation, system integration, training, performance measurement, and continuous improvement work.<\/p><p>If you expand all at once instead of starting small, it can be difficult to see whether the results justify the cost. A practical approach is to begin with a PoC or a limited department.<\/p><\/div><\/article><article class=\"smile-evidence-panel\"><div class=\"smile-evidence-panel__mark\"><span class=\"smile-evidence-panel__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--flexibility\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M14 32h26\"\/><path d=\"m32 22 10 10-10 10\"\/><path d=\"M50 18v28\"\/><path d=\"M14 18v28\"\/><\/svg><\/span><\/div><div class=\"smile-evidence-panel__body\"><h3 class=\"smile-evidence-panel__title\">Challenges in Internal Adoption<\/h3><p>Even a useful tool will not be adopted if it does not fit day-to-day operations. If it is unclear why the tool is being used or whose workload it is meant to reduce and how, it is likely to be abandoned after implementation.<\/p><p>The key to successful adoption is to involve frontline staff from an early stage, define the target processes in concrete terms, and clarify how the technology will be used.<\/p><\/div><\/article><\/div><\/div><\/div>\n\n\n\n<div id=\"section-5\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">05<\/div><h2 class=\"smile-section__title\">AI Use Cases That Are Likely to Deliver Results<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-05.png\" alt=\"AI\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c88\u9078\uff5c\u30c7\u30e1\u30ea\u30c3\u30c8\u3084\u6d3b\u7528\u6642\u306e\u6ce8\u610f\u70b9\u3001\u5177\u4f53\u4f8b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac - section-05\" class=\"wp-image-4998\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-05.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-05-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-05-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-05-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-05-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-05-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n<div class=\"smile-insight-cards\"><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--operations\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><circle cx=\"32\" cy=\"32\" r=\"9\"\/><path d=\"M32 8v8\"\/><path d=\"M32 48v8\"\/><path d=\"m15 15 6 6\"\/><path d=\"m43 43 6 6\"\/><path d=\"M8 32h8\"\/><path d=\"M48 32h8\"\/><path d=\"m15 49 6-6\"\/><path d=\"m43 21 6-6\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">Customer Inquiry Support<\/h3><\/div><p>Chatbots and email draft support can help reduce the time required for initial responses. These solutions are especially easy to introduce in operations that handle many frequently asked questions.<\/p><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--flexibility\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M14 32h26\"\/><path d=\"m32 22 10 10-10 10\"\/><path d=\"M50 18v28\"\/><path d=\"M14 18v28\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">Document Drafting and Summarization<\/h3><\/div><p>It is well suited to supporting the creation of meeting minutes, proposal drafts, report summaries, and manual update plans, reducing the burden of writing from scratch.<\/p><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--cost\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><circle cx=\"32\" cy=\"32\" r=\"20\"\/><path d=\"M32 18v28\"\/><path d=\"M40 24c-2-4-14-5-16 1-3 8 17 5 14 14-2 6-14 5-17 0\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">Demand forecasting and inventory optimization<\/h3><\/div><p>Improving forecast accuracy based on sales history and seasonal factors can help reduce excess inventory and stockouts.<\/p><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--quality\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M16 34 28 46 50 18\"\/><path d=\"M14 14h28\"\/><path d=\"M14 24h18\"\/><path d=\"M14 50h36\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">Quality Control and Anomaly Detection<\/h3><\/div><p>In manufacturing and maintenance settings, AI can be used with image recognition and log analysis to detect early signs of abnormalities.<\/p><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--performance\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M12 46a22 22 0 1 1 40 0\"\/><path d=\"M32 32 44 20\"\/><path d=\"M20 46h24\"\/><path d=\"M18 34h4\"\/><path d=\"M42 34h4\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">Using Internal Knowledge<\/h3><\/div><p>Making it easier to search across internal policies, past materials, and FAQs can support new employee training and help reduce the number of inquiries.<\/p><\/div><\/div><\/div><\/div>\n\n\n\n<div id=\"section-6\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">06<\/div><h2 class=\"smile-section__title\">How to Successfully Implement AI<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-06.png\" alt=\"AI\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c88\u9078\uff5c\u30c7\u30e1\u30ea\u30c3\u30c8\u3084\u6d3b\u7528\u6642\u306e\u6ce8\u610f\u70b9\u3001\u5177\u4f53\u4f8b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac - section-06\" class=\"wp-image-4999\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-06.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-06-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-06-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-06-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-06-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-06-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n<div class=\"smile-insight-cards\"><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--operations\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><circle cx=\"32\" cy=\"32\" r=\"9\"\/><path d=\"M32 8v8\"\/><path d=\"M32 48v8\"\/><path d=\"m15 15 6 6\"\/><path d=\"m43 43 6 6\"\/><path d=\"M8 32h8\"\/><path d=\"M48 32h8\"\/><path d=\"m15 49 6-6\"\/><path d=\"m43 21 6-6\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">1. Clarify the issues first<\/h3><\/div><p>Rather than choosing a tool first, start by identifying which tasks take the most time and where errors tend to occur. The clearer the objective, the easier it is to measure the impact of implementation.<\/p><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--flexibility\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M14 32h26\"\/><path d=\"m32 22 10 10-10 10\"\/><path d=\"M50 18v28\"\/><path d=\"M14 18v28\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">2. Start with a narrowly defined task<\/h3><\/div><p>Rather than aiming for a company-wide rollout from the start, it is less risky to begin with tasks where results are easy to see, such as inquiry classification, meeting minutes summarization, and form checking.<\/p><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--cost\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><circle cx=\"32\" cy=\"32\" r=\"20\"\/><path d=\"M32 18v28\"\/><path d=\"M40 24c-2-4-14-5-16 1-3 8 17 5 14 14-2 6-14 5-17 0\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">3. Define the rules and areas of responsibility<\/h3><\/div><p>Clearly define what information may be entered, which use cases require review, who has final approval authority, and what rules apply to data storage. Governance design is essential when using AI.<\/p><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--quality\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M16 34 28 46 50 18\"\/><path d=\"M14 14h28\"\/><path d=\"M14 24h18\"\/><path d=\"M14 50h36\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">4. Measure effectiveness<\/h3><\/div><p>Set metrics that can be compared before and after implementation, such as work time, number of cases handled, number of errors, and satisfaction levels. Quantitative evaluation makes it easier to decide on the next stage of deployment.<\/p><\/div><div class=\"smile-insight-card\"><div class=\"smile-insight-card__head\"><span class=\"smile-insight-card__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--performance\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M12 46a22 22 0 1 1 40 0\"\/><path d=\"M32 32 44 20\"\/><path d=\"M20 46h24\"\/><path d=\"M18 34h4\"\/><path d=\"M42 34h4\"\/><\/svg><\/span><h3 class=\"smile-insight-card__title\">5. Improve the process to fit on-site operations<\/h3><\/div><p>AI implementation should not be treated as a one-time setup. It is important to continually refine prompts, organize data, adjust the UI, and review operations so the solution evolves into a practical fit for day-to-day work.<\/p><\/div><\/div><\/div><\/div>\n\n\n\n<div id=\"section-7\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">07<\/div><h2 class=\"smile-section__title\">How SMILE Can Help<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-07.png\" alt=\"AI\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c88\u9078\uff5c\u30c7\u30e1\u30ea\u30c3\u30c8\u3084\u6d3b\u7528\u6642\u306e\u6ce8\u610f\u70b9\u3001\u5177\u4f53\u4f8b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac - section-07\" class=\"wp-image-5000\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-07.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-07-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-07-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-07-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-07-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-07-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n\n<p>At Smile, we do not treat AI adoption as an end in itself. Instead, we provide step-by-step support tailored to on-site business challenges, from defining the scope of implementation and reviewing workflows to integrating the necessary systems and designing operations.<\/p>\n\n\n\n<p>For example, we can propose approaches that avoid placing too much burden on frontline teams, such as using internal documents more effectively, improving inquiry handling, reducing data entry work, or applying AI in coordination with existing systems. AI initiatives are more likely to succeed when companies start small, test practical use cases, and find the approach that best fits their organization.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"section-8\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">08<\/div><h2 class=\"smile-section__title\">Summary<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-08.png\" alt=\"AI\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c88\u9078\uff5c\u30c7\u30e1\u30ea\u30c3\u30c8\u3084\u6d3b\u7528\u6642\u306e\u6ce8\u610f\u70b9\u3001\u5177\u4f53\u4f8b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac - section-08\" class=\"wp-image-5001\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-08.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-08-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-08-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-08-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-08-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-08-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n<div class=\"smile-summary-flow\"><article class=\"smile-summary-flow__item\"><span class=\"smile-summary-flow__index\">01<\/span><p class=\"smile-summary-flow__body\">Introducing AI offers many benefits, such as reducing the burden caused by labor shortages, accelerating business processes, standardizing quality, and making more advanced use of data. At the same time, companies need to consider issues such as information management, inaccurate responses, operating costs, and internal adoption.<\/p><\/article><article class=\"smile-summary-flow__item\"><span class=\"smile-summary-flow__index\">02<\/span><p class=\"smile-summary-flow__body\">The key is not to view AI as a universal solution, but to position it as a tool for solving your company\u2019s specific business challenges. A practical approach is to start with a focused use case, implement it on a small scale, and expand gradually while confirming its impact.<\/p><\/article><article class=\"smile-summary-flow__item\"><span class=\"smile-summary-flow__index\">03<\/span><p class=\"smile-summary-flow__body\">SMILE supports phased implementation, from organizing business challenges and evaluating systemization to development and operation.<\/p><\/article><article class=\"smile-summary-flow__item\"><span class=\"smile-summary-flow__index\">04<\/span><p class=\"smile-summary-flow__body\">Companies considering DX or the use of AI should start with small operational improvements.<\/p><\/article><\/div><\/div><\/div>\n\n\n\n<div id=\"section-9\" class=\"wp-block-group smile-section\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"smile-section__head\"><div class=\"smile-section__number\">09<\/div><h2 class=\"smile-section__title\">FAQ<\/h2><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-09.png\" alt=\"AI\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c88\u9078\uff5c\u30c7\u30e1\u30ea\u30c3\u30c8\u3084\u6d3b\u7528\u6642\u306e\u6ce8\u610f\u70b9\u3001\u5177\u4f53\u4f8b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac - section-09\" class=\"wp-image-5002\" srcset=\"https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-09.png 1672w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-09-300x169.png 300w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-09-1024x576.png 1024w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-09-768x432.png 768w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-09-1536x864.png 1536w, https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-section-09-18x10.png 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/figure>\n\n\n<div class=\"smile-evidence-panels\"><article class=\"smile-evidence-panel\"><div class=\"smile-evidence-panel__mark\"><span class=\"smile-evidence-panel__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--automation\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M32 12v8\"\/><path d=\"M32 44v8\"\/><path d=\"M12 32h8\"\/><path d=\"M44 32h8\"\/><circle cx=\"32\" cy=\"32\" r=\"12\"\/><path d=\"m24 24 16 16\"\/><path d=\"m40 24-16 16\"\/><\/svg><\/span><\/div><div class=\"smile-evidence-panel__body\"><h3 class=\"smile-evidence-panel__title\">Q1. Is AI implementation difficult unless you are a large company?<\/h3><p>No. Today, many cloud-based services are available, making it easier for small and medium-sized enterprises to start on a small scale. What matters most is not the size of the budget, but choosing the right business processes to target.<\/p><\/div><\/article><article class=\"smile-evidence-panel\"><div class=\"smile-evidence-panel__mark\"><span class=\"smile-evidence-panel__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--compare\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M14 22h28\"\/><path d=\"m34 14 8 8-8 8\"\/><path d=\"M50 42H22\"\/><path d=\"m30 34-8 8 8 8\"\/><\/svg><\/span><\/div><div class=\"smile-evidence-panel__body\"><h3 class=\"smile-evidence-panel__title\">Q2. What is the difference between generative AI and traditional AI?<\/h3><p>Generative AI is well suited to creating text, images, summaries, and drafts, while traditional AI tends to be stronger for specific purposes such as prediction, classification, and anomaly detection. The right solution should be selected based on the intended use.<\/p><\/div><\/article><article class=\"smile-evidence-panel\"><div class=\"smile-evidence-panel__mark\"><span class=\"smile-evidence-panel__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--flexibility\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><path d=\"M14 32h26\"\/><path d=\"m32 22 10 10-10 10\"\/><path d=\"M50 18v28\"\/><path d=\"M14 18v28\"\/><\/svg><\/span><\/div><div class=\"smile-evidence-panel__body\"><h3 class=\"smile-evidence-panel__title\">Q3. Will AI deliver results immediately after implementation?<\/h3><p>It depends on the type of work. For routine tasks, results are often visible relatively quickly, while cases that require internal data preparation or operational redesign tend to take more time.<\/p><\/div><\/article><article class=\"smile-evidence-panel\"><div class=\"smile-evidence-panel__mark\"><span class=\"smile-evidence-panel__icon\" aria-hidden=\"true\"><svg class=\"smile-ui-icon smile-ui-icon--cost\" viewbox=\"0 0 64 64\" aria-hidden=\"true\" focusable=\"false\" stroke=\"currentColor\"><circle cx=\"32\" cy=\"32\" r=\"20\"\/><path d=\"M32 18v28\"\/><path d=\"M40 24c-2-4-14-5-16 1-3 8 17 5 14 14-2 6-14 5-17 0\"\/><\/svg><\/span><\/div><div class=\"smile-evidence-panel__body\"><h3 class=\"smile-evidence-panel__title\">Q4. What should companies pay particular attention to when using AI?<\/h3><p>Key points include handling confidential information appropriately, reviewing output content, and clarifying the scope of responsibility. Human review should always be retained, especially for external documents and important decisions.<\/p><\/div><\/article><\/div><\/div><\/div>\n\n\n<section class=\"smile-article-cta\"><div class=\"smile-article-cta__label\">SMILE Support<\/div><h2>Start a Consultation on Advancing GX and DX<\/h2><p>We work with you to design an approach tailored to your company\u2019s situation, from assessing the current state to implementing systems and improving operations.<\/p><ul class=\"smile-list\"><li>You can clarify current operational and data-related challenges.<\/li><li>You can design implementation steps that fit your company's structure.<\/li><li>You can also build a framework that remains easy to operate after implementation.<\/li><li>You can use data to verify results and make improvements.<\/li><li>You can start exploring AI and IoT applications in the areas where they are most needed.<\/li><\/ul><a class=\"smile-article-cta__button\" href=\"\/en\/contact\/\">Contact Us<\/a><\/section><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Labor shortages, increasingly complex business operations, and rising expectations...&nbsp;<a href=\"https:\/\/smilesoftware.org\/en\/ai%E5%B0%8E%E5%85%A5%E3%81%AE%E3%83%A1%E3%83%AA%E3%83%83%E3%83%888%E9%81%B8%E3%83%87%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88%E3%82%84%E6%B4%BB%E7%94%A8%E6%99%82%E3%81%AE%E6%B3%A8%E6%84%8F\/\" class=\"\" rel=\"bookmark\">Read More &raquo;<span class=\"screen-reader-text\">Eight Key Benefits of Introducing AI: Disadvantages, Practical Considerations, and Concrete Examples Explained Clearly<\/span><\/a><\/p>","protected":false},"author":2,"featured_media":4993,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"_themeisle_gutenberg_block_has_review":false,"_ti_tpc_template_sync":false,"_ti_tpc_template_id":"","footnotes":""},"categories":[32],"tags":[],"class_list":["post-5004","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"rttpg_featured_image_url":{"full":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-featured-image.png",1672,941,false],"landscape":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-featured-image.png",1672,941,false],"portraits":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-featured-image.png",1672,941,false],"thumbnail":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-featured-image-150x150.png",150,150,true],"medium":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-featured-image-300x169.png",300,169,true],"large":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-featured-image-1024x576.png",1024,576,true],"1536x1536":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-featured-image-1536x864.png",1536,864,true],"2048x2048":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-featured-image.png",1672,941,false],"trp-custom-language-flag":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-featured-image-18x10.png",18,10,true],"neve-blog":["https:\/\/smilesoftware.org\/wp-content\/uploads\/2026\/07\/redmine-1432-139664-featured-image-930x620.png",930,620,true]},"rttpg_author":{"display_name":"\u7b20\u539f \u840c","author_link":"https:\/\/smilesoftware.org\/en\/author\/chinh-man\/"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/smilesoftware.org\/en\/category\/blog\/\" rel=\"category tag\">\u30d6\u30ed\u30b0<\/a>","rttpg_excerpt":"\u4eba\u624b\u4e0d\u8db3\u3001\u696d\u52d9\u306e\u8907\u96d1\u5316\u3001\u9867\u5ba2\u5bfe\u5fdc\u306e\u30b9\u30d4\u30fc\u30c9\u8981\u6c42\u306a\u3069\u306b\u3088\u308a\u3001\u591a&hellip;&nbsp;Read More &&hellip;","_links":{"self":[{"href":"https:\/\/smilesoftware.org\/en\/wp-json\/wp\/v2\/posts\/5004","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smilesoftware.org\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smilesoftware.org\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smilesoftware.org\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/smilesoftware.org\/en\/wp-json\/wp\/v2\/comments?post=5004"}],"version-history":[{"count":2,"href":"https:\/\/smilesoftware.org\/en\/wp-json\/wp\/v2\/posts\/5004\/revisions"}],"predecessor-version":[{"id":5118,"href":"https:\/\/smilesoftware.org\/en\/wp-json\/wp\/v2\/posts\/5004\/revisions\/5118"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smilesoftware.org\/en\/wp-json\/wp\/v2\/media\/4993"}],"wp:attachment":[{"href":"https:\/\/smilesoftware.org\/en\/wp-json\/wp\/v2\/media?parent=5004"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smilesoftware.org\/en\/wp-json\/wp\/v2\/categories?post=5004"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smilesoftware.org\/en\/wp-json\/wp\/v2\/tags?post=5004"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}