{"id":9312,"date":"2026-09-17T12:14:56","date_gmt":"2026-09-17T12:14:56","guid":{"rendered":"https:\/\/aboutknowledge.com\/?p=9312"},"modified":"2026-11-06T07:09:05","modified_gmt":"2026-11-06T07:09:05","slug":"attended-vs-unattended-automation","status":"publish","type":"post","link":"https:\/\/aboutknowledge.com\/zh\/attended-vs-unattended-automation\/","title":{"rendered":"Attended vs Unattended Automation"},"content":{"rendered":"<h2>The difference<\/h2>\n<p><strong>Attended<\/strong> runs on a person&#8217;s machine, usually started by them. They are there while it works.<\/p>\n<p><strong>Unattended<\/strong> runs on a server, on a schedule, with nobody watching.<\/p>\n<p><strong>It sounds like a deployment detail.<\/strong> It is not \u2014 it changes what the automation has to handle.<\/p>\n<h2>Why attended is easier<\/h2>\n<p><strong>A person is present.<\/strong><\/p>\n<p>If something unexpected happens, they see it. If a popup appears, they close it. If the result looks wrong, they notice before it matters.<\/p>\n<p><strong>Which means the automation can be less defensive.<\/strong> Not that error handling is optional \u2014 but the consequences of missing a case are smaller, because somebody is watching.<\/p>\n<p><strong>Good for:<\/strong><\/p>\n<p><strong>Work a person triggers.<\/strong> They received a batch and want it processed now.<\/p>\n<p><strong>Tasks alongside a person.<\/strong> Filling a form from data they have open.<\/p>\n<p><strong>Anything still being proven.<\/strong> Run it attended while you find out where it breaks.<\/p>\n<p><strong>Anything needing a decision partway.<\/strong> A person can answer a question the automation cannot.<\/p>\n<h2>Why unattended demands more<\/h2>\n<p><strong>Nobody is there.<\/strong><\/p>\n<p><strong>Four things become essential rather than nice to have:<\/strong><\/p>\n<p><strong>Error handling that works alone.<\/strong> No person to close a dialog or retry manually.<\/p>\n<p><strong>Logging detailed enough to explain a failure the next morning.<\/strong> The log is all anyone will have.<\/p>\n<p><strong>Errors that surface.<\/strong> A job that swallowed an error and exited successfully is worse than one that failed \u2014 it records a false success and nobody is alerted.<\/p>\n<p><strong>Alerts that reach a person.<\/strong> Including when the job did not run at all, which produces no error.<\/p>\n<div style=\"border:1px solid #e0e0e0;border-radius:6px;padding:18px 20px;margin:24px 0;background:#fafafa\"><p style=\"font-size:12px;letter-spacing:.5px;text-transform:uppercase;color:#5C3A52;font-weight:700;margin:0 0 14px\">FIGURE 1: WHAT EACH ONE DEMANDS<\/p><div style=\"display:flex;flex-wrap:wrap;gap:14px\"><div style=\"flex:1 1 200px;min-width:200px;background:#fff;border:1px solid #e6e6e6;border-radius:5px;padding:14px 16px\"><p style=\"margin:0 0 8px;font-weight:700;color:#0F9E96;font-size:14px\">Attended<\/p><ul style=\"margin:0;padding-left:18px;color:#5a5a5a;font-size:13px;line-height:1.6\"><li>A person sees what happens<\/li><li>Popups can be handled manually<\/li><li>Errors are noticed immediately<\/li><li>Good for proving a process<\/li><\/ul><\/div><div style=\"flex:1 1 200px;min-width:200px;background:#fff;border:1px solid #e6e6e6;border-radius:5px;padding:14px 16px\"><p style=\"margin:0 0 8px;font-weight:700;color:#B04A4A;font-size:14px\">Unattended<\/p><ul style=\"margin:0;padding-left:18px;color:#5a5a5a;font-size:13px;line-height:1.6\"><li>Nobody watching<\/li><li>Every case must be handled in code<\/li><li>Failures must alert somebody<\/li><li>Needs detailed logging<\/li><\/ul><\/div><\/div><\/div>\n<h2>The failure that only affects unattended<\/h2>\n<p><strong>The job that did not run.<\/strong><\/p>\n<p>An attended automation not running is obvious \u2014 the person clicked and nothing happened.<\/p>\n<p><strong>An unattended one produces nothing at all.<\/strong> No error, no log entry, no alert. Silence.<\/p>\n<p><strong>And silence looks exactly like success<\/strong> to anyone not checking.<\/p>\n<p><strong>Two things to set up:<\/strong><\/p>\n<p><strong>Monitor for the absence.<\/strong> Alert if a scheduled job has not reported by an expected time.<\/p>\n<p><strong>Log successful runs too<\/strong>, not just failures. A gap in the success log is visible; nothing at all is not.<\/p>\n<h2>Machine and environment<\/h2>\n<p><strong>Attended<\/strong> runs on a person&#8217;s desktop. It shares the machine with them, which means it can be affected by what else they are doing \u2014 and it only runs when their machine is on.<\/p>\n<p><strong>Unattended<\/strong> runs on a dedicated machine or server. It needs:<\/p>\n<p><strong>To stay available.<\/strong> Powered on, connected, logged in as required.<\/p>\n<p><strong>Credentials that survive.<\/strong> A dedicated service account, not a person&#8217;s login that expires or gets locked.<\/p>\n<p><strong>A defined schedule<\/strong>, and a rule for what happens if a run overlaps the previous one.<\/p>\n<p><strong>That last one catches people.<\/strong> A job scheduled hourly that sometimes takes ninety minutes will eventually run twice at once. Decide whether that is safe.<\/p>\n<div style=\"border:1px solid #e0e0e0;border-radius:6px;padding:18px 20px;margin:24px 0;background:#fafafa\"><p style=\"font-size:12px;letter-spacing:.5px;text-transform:uppercase;color:#5C3A52;font-weight:700;margin:0 0 14px\">FIGURE 2: WHAT UNATTENDED NEEDS THAT ATTENDED DOES NOT<\/p><div style=\"display:flex;flex-wrap:wrap;gap:14px\"><div style=\"flex:1 1 200px;min-width:200px;background:#fff;border:1px solid #e6e6e6;border-radius:5px;padding:14px 16px\"><p style=\"margin:0 0 8px;font-weight:700;color:#5C3A52;font-size:14px\">Monitoring for silence<\/p><ul style=\"margin:0;padding-left:18px;color:#5a5a5a;font-size:13px;line-height:1.6\"><li>A job that did not run produces no error at all.<\/li><\/ul><\/div><div style=\"flex:1 1 200px;min-width:200px;background:#fff;border:1px solid #e6e6e6;border-radius:5px;padding:14px 16px\"><p style=\"margin:0 0 8px;font-weight:700;color:#5C3A52;font-size:14px\">A dedicated service account<\/p><ul style=\"margin:0;padding-left:18px;color:#5a5a5a;font-size:13px;line-height:1.6\"><li>Not a person&#8217;s login. It must survive them leaving.<\/li><\/ul><\/div><div style=\"flex:1 1 200px;min-width:200px;background:#fff;border:1px solid #e6e6e6;border-radius:5px;padding:14px 16px\"><p style=\"margin:0 0 8px;font-weight:700;color:#5C3A52;font-size:14px\">An overlap rule<\/p><ul style=\"margin:0;padding-left:18px;color:#5a5a5a;font-size:13px;line-height:1.6\"><li>What happens when a run starts while the last is still going.<\/li><\/ul><\/div><div style=\"flex:1 1 200px;min-width:200px;background:#fff;border:1px solid #e6e6e6;border-radius:5px;padding:14px 16px\"><p style=\"margin:0 0 8px;font-weight:700;color:#5C3A52;font-size:14px\">Logging that explains<\/p><ul style=\"margin:0;padding-left:18px;color:#5a5a5a;font-size:13px;line-height:1.6\"><li>It failed at 3am. The log is all anyone will have.<\/li><\/ul><\/div><\/div><\/div>\n<h2>Moving from attended to unattended<\/h2>\n<p><strong>The right progression<\/strong>, and worth doing deliberately.<\/p>\n<p><strong>1. Build it attended.<\/strong> A person triggers it and watches.<\/p>\n<p><strong>2. Run it that way for a few weeks.<\/strong> You will find cases you did not anticipate \u2014 that is the point.<\/p>\n<p><strong>3. Strengthen the error handling<\/strong> based on what you found.<\/p>\n<p><strong>4. Add logging and alerting.<\/strong><\/p>\n<p><strong>5. Move to unattended<\/strong>, and watch the first runs closely.<\/p>\n<p><strong>6. Add monitoring for silence.<\/strong><\/p>\n<p><strong>Skipping to unattended<\/strong> means discovering the exceptions with nobody watching, which is how weeks of missing data happen.<\/p>\n<h2>Choosing for a given task<\/h2>\n<p><strong>Attended when:<\/strong><\/p>\n<p>The person is there anyway, triggering it as part of their work.<\/p>\n<p>The volume is low.<\/p>\n<p>A decision may be needed partway.<\/p>\n<p>You are still proving the process.<\/p>\n<p><strong>Unattended when:<\/strong><\/p>\n<p>It runs on a schedule, often outside working hours.<\/p>\n<p>Nobody needs to be involved.<\/p>\n<p>It runs often enough that manual triggering is a burden.<\/p>\n<p>The process is stable and proven.<\/p>\n<div style=\"border:1px solid #e0e0e0;border-radius:6px;padding:18px 20px;margin:24px 0;background:#fafafa\"><p style=\"font-size:12px;letter-spacing:.5px;text-transform:uppercase;color:#5C3A52;font-weight:700;margin:0 0 14px\">FIGURE 3: THE PROGRESSION<\/p><div style=\"display:flex;flex-wrap:wrap;gap:14px\"><div style=\"flex:1 1 200px;min-width:200px;background:#fff;border:1px solid #e6e6e6;border-radius:5px;padding:14px 16px\"><p style=\"margin:0 0 8px;font-weight:700;color:#5C3A52;font-size:14px\">Build attended<\/p><ul style=\"margin:0;padding-left:18px;color:#5a5a5a;font-size:13px;line-height:1.6\"><li>A person triggers and watches<\/li><\/ul><\/div><div style=\"flex:1 1 200px;min-width:200px;background:#fff;border:1px solid #e6e6e6;border-radius:5px;padding:14px 16px\"><p style=\"margin:0 0 8px;font-weight:700;color:#5C3A52;font-size:14px\">Run for weeks<\/p><ul style=\"margin:0;padding-left:18px;color:#5a5a5a;font-size:13px;line-height:1.6\"><li>Find the cases you did not anticipate<\/li><\/ul><\/div><div style=\"flex:1 1 200px;min-width:200px;background:#fff;border:1px solid #e6e6e6;border-radius:5px;padding:14px 16px\"><p style=\"margin:0 0 8px;font-weight:700;color:#5C3A52;font-size:14px\">Strengthen and instrument<\/p><ul style=\"margin:0;padding-left:18px;color:#5a5a5a;font-size:13px;line-height:1.6\"><li>Error handling, logging, alerts<\/li><\/ul><\/div><div style=\"flex:1 1 200px;min-width:200px;background:#fff;border:1px solid #e6e6e6;border-radius:5px;padding:14px 16px\"><p style=\"margin:0 0 8px;font-weight:700;color:#5C3A52;font-size:14px\">Then unattended<\/p><ul style=\"margin:0;padding-left:18px;color:#5a5a5a;font-size:13px;line-height:1.6\"><li>With monitoring for silence<\/li><\/ul><\/div><\/div><\/div>\n<h2>Licensing<\/h2>\n<p><strong>Unattended robots are typically licensed differently from attended ones<\/strong>, and usually cost more.<\/p>\n<p><strong>Which is a real consideration<\/strong> when deciding how many automations to run unattended.<\/p>\n<p><strong>Pricing changes<\/strong>, so get current figures from the vendor rather than any article.<\/p>\n<p><strong>A practical note:<\/strong> several automations can often share an unattended robot if their schedules do not overlap. Worth planning schedules with that in mind.<\/p>\n<h2>The short version<\/h2>\n<p><strong>Attended means a person is there.<\/strong> Lower risk, less defensive coding needed, and the right place to start.<\/p>\n<p><strong>Unattended means nobody is.<\/strong> Every case must be handled, logging must explain a failure the next morning, and alerts must reach somebody.<\/p>\n<p><strong>Monitor for silence, not just errors.<\/strong> A scheduled job that did not run produces nothing at all \u2014 and nothing looks exactly like success.<\/p>\n<p>Build attended, prove it, then move.<\/p>\n<div style=\"border-left:4px solid #5C3A52;background:#F7F3F6;padding:18px 22px;margin:28px 0;border-radius:0 6px 6px 0\"><p style=\"margin:0 0 6px;font-weight:700;color:#5C3A52;font-size:16px\">Automation running overnight with nobody watching?<\/p><p style=\"margin:0;color:#5a5a5a\">Get in touch. We set up the alerting that catches the failure nobody sees \u2014 including the job that simply did not start.<\/p><\/div>\n<p class=\"wp-block-paragraph\"><strong>Related reading:<\/strong> <a href=\"https:\/\/aboutknowledge.com\/zh\/error-handling-in-unattended-automation\/\">Error Handling in Unattended Automation<\/a> \u00b7 <a href=\"https:\/\/aboutknowledge.com\/zh\/what-is-whatsapp-business-automation\/\">What Is WhatsApp Business Automation?<\/a> \u00b7 <a href=\"https:\/\/aboutknowledge.com\/zh\/uipath-beyond-screen-automation\/\">UiPath Beyond Screen Automation<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>The difference Attended runs on a person&#8217;s machine, usually started by them. They are there while it works. Unattended runs on a server, on a schedule, with nobody watching. It sounds like a deployment detail. It is not \u2014 it changes what the automation has to handle. Why attended is easier A person is present. [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":9313,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_wpscppro_dont_share_socialmedia":false,"_wpscppro_custom_social_share_image":0,"_facebook_share_type":"","_twitter_share_type":"","_linkedin_share_type":"","_pinterest_share_type":"","_linkedin_share_type_page":"","_instagram_share_type":"","_medium_share_type":"","_threads_share_type":"","_bluesky_share_type":"","_mastodon_share_type":"","_selected_social_profile":[],"_wpsp_enable_custom_social_template":false,"_wpsp_social_scheduling":{"enabled":false,"datetime":null,"platforms":[],"status":"template_only","dateOption":"today","timeOption":"in_1h","customDays":"","customHours":"","customDate":"","customTime":"","schedulingType":"absolute"},"_wpsp_active_default_template":true},"categories":[23],"tags":[],"class_list":["post-9312","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-robotic-process-automation"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.8 (Yoast SEO v28.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Attended vs Unattended RPA: How to Choose | AboutKnowledge<\/title>\n<meta name=\"description\" content=\"Attended vs unattended automation compared: how each works, what unattended needs in error handling and logging, and how to choose the right model.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aboutknowledge.com\/zh\/attended-vs-unattended-automation\/\" \/>\n<meta property=\"og:locale\" content=\"zh_HK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Attended vs Unattended Automation\" \/>\n<meta property=\"og:description\" content=\"Attended vs unattended automation compared: how each works, what unattended needs in error handling and logging, and how to choose the right model.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/aboutknowledge.com\/zh\/attended-vs-unattended-automation\/\" \/>\n<meta property=\"og:site_name\" content=\"AboutKnowledge\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/aboutknowledge28\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-17T12:14:56+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-11-06T07:09:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/aboutknowledge.com\/wp-content\/uploads\/2026\/09\/istockphoto-1055056612-612x612-1.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"612\" \/>\n\t<meta property=\"og:image:height\" content=\"408\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"kopraveen\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"kopraveen\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9810\u8a08\u95b1\u8b80\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 \u5206\u9418\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/attended-vs-unattended-automation\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/attended-vs-unattended-automation\\\/\"},\"author\":{\"name\":\"kopraveen\",\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/#\\\/schema\\\/person\\\/f14efbc95a95a4cec982367fb079cdf4\"},\"headline\":\"Attended vs Unattended Automation\",\"datePublished\":\"2026-09-17T12:14:56+00:00\",\"dateModified\":\"2026-11-06T07:09:05+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/attended-vs-unattended-automation\\\/\"},\"wordCount\":935,\"publisher\":{\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/attended-vs-unattended-automation\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/aboutknowledge.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/istockphoto-1055056612-612x612-1.webp\",\"articleSection\":[\"RPA\"],\"inLanguage\":\"zh-HK\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/attended-vs-unattended-automation\\\/\",\"url\":\"https:\\\/\\\/aboutknowledge.com\\\/attended-vs-unattended-automation\\\/\",\"name\":\"Attended vs Unattended RPA: How to Choose | AboutKnowledge\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/attended-vs-unattended-automation\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/attended-vs-unattended-automation\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/aboutknowledge.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/istockphoto-1055056612-612x612-1.webp\",\"datePublished\":\"2026-09-17T12:14:56+00:00\",\"dateModified\":\"2026-11-06T07:09:05+00:00\",\"description\":\"Attended vs unattended automation compared: how each works, what unattended needs in error handling and logging, and how to choose the right model.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/attended-vs-unattended-automation\\\/#breadcrumb\"},\"inLanguage\":\"zh-HK\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/aboutknowledge.com\\\/attended-vs-unattended-automation\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-HK\",\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/attended-vs-unattended-automation\\\/#primaryimage\",\"url\":\"https:\\\/\\\/aboutknowledge.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/istockphoto-1055056612-612x612-1.webp\",\"contentUrl\":\"https:\\\/\\\/aboutknowledge.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/istockphoto-1055056612-612x612-1.webp\",\"width\":612,\"height\":408,\"caption\":\"Istockphoto 1055056612 612X612 1\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/attended-vs-unattended-automation\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/aboutknowledge.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Attended vs Unattended Automation\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/#website\",\"url\":\"https:\\\/\\\/aboutknowledge.com\\\/\",\"name\":\"AboutKnowledge\",\"description\":\"System Integrator You Can Trust\",\"publisher\":{\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/aboutknowledge.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-HK\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/#organization\",\"name\":\"AboutKnowledge (Hong Kong) Limited\",\"url\":\"https:\\\/\\\/aboutknowledge.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-HK\",\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/aboutknowledge.com\\\/wp-content\\\/uploads\\\/2021\\\/11\\\/logo.png\",\"contentUrl\":\"https:\\\/\\\/aboutknowledge.com\\\/wp-content\\\/uploads\\\/2021\\\/11\\\/logo.png\",\"width\":560,\"height\":256,\"caption\":\"AboutKnowledge (Hong Kong) Limited\"},\"image\":{\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/aboutknowledge28\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/104125547\"],\"email\":\"info@aboutknowledge.com\",\"telephone\":\"+852 61133217\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/aboutknowledge.com\\\/#\\\/schema\\\/person\\\/f14efbc95a95a4cec982367fb079cdf4\",\"name\":\"kopraveen\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-HK\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/1e4b2c06a01572b023ee9a6a7052f720b27e9c900dc4222fd2882d26d352bf7a?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/1e4b2c06a01572b023ee9a6a7052f720b27e9c900dc4222fd2882d26d352bf7a?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/1e4b2c06a01572b023ee9a6a7052f720b27e9c900dc4222fd2882d26d352bf7a?s=96&d=mm&r=g\",\"caption\":\"kopraveen\"},\"url\":\"https:\\\/\\\/aboutknowledge.com\\\/zh\\\/author\\\/kopraveen\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Attended vs Unattended RPA: How to Choose | AboutKnowledge","description":"Attended vs unattended automation compared: how each works, what unattended needs in error handling and logging, and how to choose the right model.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/aboutknowledge.com\/zh\/attended-vs-unattended-automation\/","og_locale":"zh_HK","og_type":"article","og_title":"Attended vs Unattended Automation","og_description":"Attended vs unattended automation compared: how each works, what unattended needs in error handling and logging, and how to choose the right model.","og_url":"https:\/\/aboutknowledge.com\/zh\/attended-vs-unattended-automation\/","og_site_name":"AboutKnowledge","article_publisher":"https:\/\/www.facebook.com\/aboutknowledge28\/","article_published_time":"2026-09-17T12:14:56+00:00","article_modified_time":"2026-11-06T07:09:05+00:00","og_image":[{"width":612,"height":408,"url":"https:\/\/aboutknowledge.com\/wp-content\/uploads\/2026\/09\/istockphoto-1055056612-612x612-1.webp","type":"image\/webp"}],"author":"kopraveen","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"kopraveen","\u9810\u8a08\u95b1\u8b80\u6642\u9593":"5 \u5206\u9418"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/aboutknowledge.com\/attended-vs-unattended-automation\/#article","isPartOf":{"@id":"https:\/\/aboutknowledge.com\/attended-vs-unattended-automation\/"},"author":{"name":"kopraveen","@id":"https:\/\/aboutknowledge.com\/#\/schema\/person\/f14efbc95a95a4cec982367fb079cdf4"},"headline":"Attended vs Unattended Automation","datePublished":"2026-09-17T12:14:56+00:00","dateModified":"2026-11-06T07:09:05+00:00","mainEntityOfPage":{"@id":"https:\/\/aboutknowledge.com\/attended-vs-unattended-automation\/"},"wordCount":935,"publisher":{"@id":"https:\/\/aboutknowledge.com\/#organization"},"image":{"@id":"https:\/\/aboutknowledge.com\/attended-vs-unattended-automation\/#primaryimage"},"thumbnailUrl":"https:\/\/aboutknowledge.com\/wp-content\/uploads\/2026\/09\/istockphoto-1055056612-612x612-1.webp","articleSection":["RPA"],"inLanguage":"zh-HK"},{"@type":"WebPage","@id":"https:\/\/aboutknowledge.com\/attended-vs-unattended-automation\/","url":"https:\/\/aboutknowledge.com\/attended-vs-unattended-automation\/","name":"Attended vs Unattended RPA: How to Choose | AboutKnowledge","isPartOf":{"@id":"https:\/\/aboutknowledge.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/aboutknowledge.com\/attended-vs-unattended-automation\/#primaryimage"},"image":{"@id":"https:\/\/aboutknowledge.com\/attended-vs-unattended-automation\/#primaryimage"},"thumbnailUrl":"https:\/\/aboutknowledge.com\/wp-content\/uploads\/2026\/09\/istockphoto-1055056612-612x612-1.webp","datePublished":"2026-09-17T12:14:56+00:00","dateModified":"2026-11-06T07:09:05+00:00","description":"Attended vs unattended automation compared: how each works, what unattended needs in error handling and logging, and how to choose the right model.","breadcrumb":{"@id":"https:\/\/aboutknowledge.com\/attended-vs-unattended-automation\/#breadcrumb"},"inLanguage":"zh-HK","potentialAction":[{"@type":"ReadAction","target":["https:\/\/aboutknowledge.com\/attended-vs-unattended-automation\/"]}]},{"@type":"ImageObject","inLanguage":"zh-HK","@id":"https:\/\/aboutknowledge.com\/attended-vs-unattended-automation\/#primaryimage","url":"https:\/\/aboutknowledge.com\/wp-content\/uploads\/2026\/09\/istockphoto-1055056612-612x612-1.webp","contentUrl":"https:\/\/aboutknowledge.com\/wp-content\/uploads\/2026\/09\/istockphoto-1055056612-612x612-1.webp","width":612,"height":408,"caption":"Istockphoto 1055056612 612X612 1"},{"@type":"BreadcrumbList","@id":"https:\/\/aboutknowledge.com\/attended-vs-unattended-automation\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/aboutknowledge.com\/"},{"@type":"ListItem","position":2,"name":"Attended vs Unattended Automation"}]},{"@type":"WebSite","@id":"https:\/\/aboutknowledge.com\/#website","url":"https:\/\/aboutknowledge.com\/","name":"AboutKnowledge","description":"System Integrator You Can Trust","publisher":{"@id":"https:\/\/aboutknowledge.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/aboutknowledge.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-HK"},{"@type":"Organization","@id":"https:\/\/aboutknowledge.com\/#organization","name":"AboutKnowledge (Hong Kong) Limited","url":"https:\/\/aboutknowledge.com\/","logo":{"@type":"ImageObject","inLanguage":"zh-HK","@id":"https:\/\/aboutknowledge.com\/#\/schema\/logo\/image\/","url":"https:\/\/aboutknowledge.com\/wp-content\/uploads\/2021\/11\/logo.png","contentUrl":"https:\/\/aboutknowledge.com\/wp-content\/uploads\/2021\/11\/logo.png","width":560,"height":256,"caption":"AboutKnowledge (Hong Kong) Limited"},"image":{"@id":"https:\/\/aboutknowledge.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/aboutknowledge28\/","https:\/\/www.linkedin.com\/company\/104125547"],"email":"info@aboutknowledge.com","telephone":"+852 61133217"},{"@type":"Person","@id":"https:\/\/aboutknowledge.com\/#\/schema\/person\/f14efbc95a95a4cec982367fb079cdf4","name":"kopraveen","image":{"@type":"ImageObject","inLanguage":"zh-HK","@id":"https:\/\/secure.gravatar.com\/avatar\/1e4b2c06a01572b023ee9a6a7052f720b27e9c900dc4222fd2882d26d352bf7a?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/1e4b2c06a01572b023ee9a6a7052f720b27e9c900dc4222fd2882d26d352bf7a?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/1e4b2c06a01572b023ee9a6a7052f720b27e9c900dc4222fd2882d26d352bf7a?s=96&d=mm&r=g","caption":"kopraveen"},"url":"https:\/\/aboutknowledge.com\/zh\/author\/kopraveen\/"}]}},"_links":{"self":[{"href":"https:\/\/aboutknowledge.com\/zh\/wp-json\/wp\/v2\/posts\/9312","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aboutknowledge.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aboutknowledge.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aboutknowledge.com\/zh\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aboutknowledge.com\/zh\/wp-json\/wp\/v2\/comments?post=9312"}],"version-history":[{"count":2,"href":"https:\/\/aboutknowledge.com\/zh\/wp-json\/wp\/v2\/posts\/9312\/revisions"}],"predecessor-version":[{"id":9882,"href":"https:\/\/aboutknowledge.com\/zh\/wp-json\/wp\/v2\/posts\/9312\/revisions\/9882"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aboutknowledge.com\/zh\/wp-json\/wp\/v2\/media\/9313"}],"wp:attachment":[{"href":"https:\/\/aboutknowledge.com\/zh\/wp-json\/wp\/v2\/media?parent=9312"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aboutknowledge.com\/zh\/wp-json\/wp\/v2\/categories?post=9312"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aboutknowledge.com\/zh\/wp-json\/wp\/v2\/tags?post=9312"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}