{"title":"Data Summarization Bots","description":null,"products":[{"product_id":"data-summarization-extraction-bot","title":"数据摘要与提取机器人","description":"\u003cdiv style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif; color: #2d3748; max-width: 900px; margin: 0 auto; line-height: 1.6; font-size: 15px;\"\u003e\n\n  \n  \u003c!-- Title \u0026 Header Section --\u003e\n  \u003cp style=\"font-size: 16px; color: #4a5568; font-style: italic; margin-top: 0; margin-bottom: 24px; font-weight: 500; border-left: 3px solid #3182ce; padding-left: 12px;\"\u003e\n    停止手动录入数据。几分钟内将数千份跨境发票、收据和非结构化文件转化为有序、可直接使用的信息。\n  \u003c\/p\u003e\n\n  \u003cp dir=\"ltr\"\u003e\n    \u003cstrong\u003e您的财务、法务或行政团队是否正被 PDF 和图片淹没？\u003c\/strong\u003e\u003cbr\u003e\n    \u003cspan\u003e随着业务全球化扩展，您的团队不得不处理来自国际供应商、多币种收据以及陌生海外格式的混乱文件。我们的\u003cstrong\u003e数据摘要与提取机器人\u003c\/strong\u003e是一款企业级 AI 工具，可自动读取、理解并结构化您的文件，为您节省高达 95% 的手动录入时间。\u003c\/span\u003e\n  \u003c\/p\u003e\n\n  \u003cp style=\"background-color: #f7fafc; border: 1px solid #e2e8f0; border-radius: 6px; padding: 12px; font-size: 14px; color: #4a5568;\"\u003e\n    \u003cstrong\u003e注意：\u003c\/strong\u003e虽然当前开箱即用的版本针对财务文件（发票、收据和采购订单）进行了高度优化，但我们的引擎旨在提供极致的灵活性。我们可以轻松定制机器人，使其能够摘要并提取任何类型的文件——从法律合同到货运舱单。\n  \u003c\/p\u003e\n\n\n  \u003c!-- Pain Points Box --\u003e\n  \u003cdiv style=\"background-color: #fff5f5; border: 1px solid #fed7d7; border-radius: 8px; padding: 20px; margin-bottom: 32px;\"\u003e\n\n    \u003ch2 style=\"color: #c53030; font-size: 18px; margin-top: 0; margin-bottom: 12px; font-weight: bold; display: flex; align-items: center;\"\u003e\n\n      痛点（为什么您需要它）\n    \u003c\/h2\u003e\n\n    \u003cp style=\"margin-bottom: 12px; font-weight: 600; color: #9b2c2c;\"\u003e\n      如果您依赖手动录入数据或廉价的 OCR 扫描器，就会面临巨大的运营和合规瓶颈：\n    \u003c\/p\u003e\n\n    \u003cul style=\"margin: 0; padding-left: 20px; color: #2d3748;\"\u003e\n\n      \u003cli style=\"margin-bottom: 8px;\"\u003e\n\n        \u003cstrong\u003e人力陷阱：\u003c\/strong\u003e让人从数百张发票中手动输入明细项目和外币，既昂贵又缓慢，而且极易出错（例如小数点位置错误）。\n      \u003c\/li\u003e\n\n      \u003cli style=\"margin-bottom: 8px;\"\u003e\n\n        \u003cstrong\u003e数据隐私风险：\u003c\/strong\u003e将高度敏感的企业财务数据上传到未经核实的公共“PDF 转 Excel”网站，直接威胁到您的业务安全，并违反全球合规法律。\n      \u003c\/li\u003e\n\n      \u003cli style=\"margin-bottom: 8px;\"\u003e\n\n        \u003cstrong\u003e“低级”扫描器：\u003c\/strong\u003e标准扫描软件只会为您呈现一堆杂乱无章的文本。它无法理解上下文，也无法正确分组处理多页发票。\n      \u003c\/li\u003e\n\n      \u003cli style=\"margin-bottom: 0;\"\u003e\n\n        \u003cstrong\u003e工作流摩擦：\u003c\/strong\u003e从云端下载文件，逐个上传到某个随机网站，然后再下载结果，这是一种繁琐、无法扩展的噩梦。\n      \u003c\/li\u003e\n\n    \u003c\/ul\u003e\n\n  \u003c\/div\u003e\n\n\n  \u003c!-- Enterprise Security Box (NEW) --\u003e\n  \u003cdiv style=\"background-color: #f0fff4; border: 1px solid #9ae6b4; border-radius: 8px; padding: 20px; margin-bottom: 32px;\"\u003e\n\n    \u003ch2 style=\"color: #22543d; font-size: 18px; margin-top: 0; margin-bottom: 12px; font-weight: bold;\"\u003e\n\n      企业级安全与合规\n    \u003c\/h2\u003e\n\n    \u003cp style=\"margin-bottom: 12px; color: #276749;\"\u003e\n      我们深知您的财务文件包含高度敏感的数据。我们的架构从零开始构建，以符合严格的全球数据隐私法规（包括 GDPR 和香港 PDPO）：\n    \u003c\/p\u003e\n\n    \u003cul style=\"margin: 0; padding-left: 20px; color: #276749;\"\u003e\n\n      \u003cli style=\"margin-bottom: 8px;\"\u003e\n\n\u003cstrong\u003e无需训练的 AI：\u003c\/strong\u003e我们使用一线企业级 LLM 终端。您的财务数据仅用于您的提取审核，\u003cstrong\u003e绝不会\u003c\/strong\u003e用于训练公共 AI 模型。\u003c\/li\u003e\n\n      \u003cli style=\"margin-bottom: 0;\"\u003e\n\n\u003cstrong\u003e无状态处理：\u003c\/strong\u003e您的文件在临时内存（RAM）中处理，绝不会永久下载或保存到我们的本地数据库中。\u003c\/li\u003e\n\n    \u003c\/ul\u003e\n\n  \u003c\/div\u003e\n\n\n  \u003c!-- Core Features Section --\u003e\n  \u003ch2 style=\"color: #1a365d; font-size: 20px; margin-top: 32px; margin-bottom: 16px; font-weight: bold; border-bottom: 2px solid #e2e8f0; padding-bottom: 8px;\"\u003e\n\n    解决方案：我们的技术优势\n  \u003c\/h2\u003e\n\n  \u003cp dir=\"ltr\" style=\"margin-bottom: 24px;\"\u003e\n    \u003cspan\u003e为什么要使用我们专业的数据摘要机器人？因为我们的后端专为企业工作流、深度理解和无缝自动化而设计——无论您需要处理一个文件还是一个万份。\u003c\/span\u003e\n  \u003c\/p\u003e\n\n\n  \u003cdiv style=\"margin-bottom: 20px;\"\u003e\n\n    \u003ch3 style=\"color: #2b6cb0; font-size: 16px; margin-bottom: 6px; font-weight: bold;\"\u003e\n\n      1. 100% 可定制的列（由您决定数据）\n    \u003c\/h3\u003e\n\n    \u003cp style=\"margin: 0;\"\u003e\n      每家企业都有独特会计需求。我们不会只为您提供一个通用模板。我们的引擎允许您定义自定义数据点（例如特定项目代码、部门分配、区域税务 ID），或指示 AI 在最终输出中附加自定义摘要。\n    \u003c\/p\u003e\n\n  \u003c\/div\u003e\n\n\n  \u003cdiv style=\"margin-bottom: 20px;\"\u003e\n\n    \u003ch3 style=\"color: #2b6cb0; font-size: 16px; margin-bottom: 6px; font-weight: bold;\"\u003e\n\n      2. 全球精度与手写识别\n    \u003c\/h3\u003e\n\n    \u003cp style=\"margin: 0;\"\u003e\n      我们的 AI 会自动识别全球货币（美元、欧元、港币、人民币等），并无缝处理跨境发票格式。它甚至能准确转录\u003cstrong\u003e清晰的手写笔记\u003c\/strong\u003e，大幅减少人工审核时间。\n    \u003c\/p\u003e\n\n  \u003c\/div\u003e\n\n\n  \u003cdiv style=\"margin-bottom: 20px;\"\u003e\n\n    \u003ch3 style=\"color: #2b6cb0; font-size: 16px; margin-bottom: 6px; font-weight: bold;\"\u003e\n\n      3. 智能错误处理\n    \u003c\/h3\u003e\n\n    \u003cp style=\"margin: 0;\"\u003e\n      您的批次中包含巨大的损坏 PDF 或超大文件？我们的系统不会崩溃。它会优雅地跳过损坏的文件，并在您的最终 Excel 表格中留下礼貌的提示，以便您的团队清楚知道哪一个文件需要人工审核。\n    \u003c\/p\u003e\n\n  \u003c\/div\u003e\n\n\n  \u003cdiv style=\"margin-bottom: 32px;\"\u003e\n\n    \u003ch3 style=\"color: #2b6cb0; font-size: 16px; margin-bottom: 6px; font-weight: bold;\"\u003e\n\n      4. 我们简单、安全的工作流（真正的 BYOS）\n    \u003c\/h3\u003e\n\n    \u003cp style=\"margin-bottom: 12px;\"\u003e\n      我们知道通过电子邮件发送敏感文件是合规方面的噩梦。这就是为什么我们采用\u003cstrong\u003e自带存储（BYOS）\u003c\/strong\u003e模式。您不需要“发送”文件给我们；我们直接在文件所在的地方处理它们：\n    \u003c\/p\u003e\n\n    \u003col style=\"margin: 0; padding-left: 20px; color: #2d3748;\"\u003e\n\n      \u003cli style=\"margin-bottom: 6px;\"\u003e\n\n\u003cstrong\u003e创建文件夹：\u003c\/strong\u003e在您自己的 Google Drive 或 Dropbox 中设置一个专用文件夹。\u003c\/li\u003e\n\n      \u003cli style=\"margin-bottom: 6px;\"\u003e\n\n\u003cstrong\u003e放入文件：\u003c\/strong\u003e将您的批量 PDF、扫描发票或收据拖入其中。\u003c\/li\u003e\n\n      \u003cli style=\"margin-bottom: 6px;\"\u003e\n\n\u003cstrong\u003e安全共享：\u003c\/strong\u003e与我们官方、经过核实的处理团队共享文件夹访问权限。\u003c\/li\u003e\n\n      \u003cli style=\"margin-bottom: 0;\"\u003e\n\n\u003cstrong\u003e获取 Excel：\u003c\/strong\u003e我们的 AI 会立即处理该批次，并将格式整洁的 Excel 摘要直接放回您的文件夹中！\u003c\/li\u003e\n\n    \u003c\/ol\u003e\n\n  \u003c\/div\u003e\n\n\n  \u003c!-- Industry Use Cases Table --\u003e\n  \u003ch2 style=\"color: #1a365d; font-size: 20px; margin-top: 32px; margin-bottom: 16px; font-weight: bold; border-bottom: 2px solid #e2e8f0; padding-bottom: 8px;\"\u003e\n\n    特定行业使用案例\n  \u003c\/h2\u003e\n\n  \u003cdiv style=\"overflow-x: auto; margin-bottom: 32px;\"\u003e\n\n    \u003ctable style=\"width: 100%; border-collapse: collapse; border: 1px solid #cbd5e0; font-size: 14px; text-align: left;\"\u003e\n\n      \u003cthead\u003e\n\n        \u003ctr style=\"background-color: #1a365d;\"\u003e\n\n          \u003cth style=\"padding: 12px; color: #ffffff; font-weight: bold; border: 1px solid #cbd5e0; width: 25%;\"\u003e行业 \/ 使用案例\u003c\/th\u003e\n\n          \u003cth style=\"padding: 12px; color: #ffffff; font-weight: bold; border: 1px solid #cbd5e0; width: 35%;\"\u003e问题\u003c\/th\u003e\n\n          \u003cth style=\"padding: 12px; color: #ffffff; font-weight: bold; border: 1px solid #cbd5e0; width: 40%;\"\u003e优势\u003c\/th\u003e\n\n        \u003c\/tr\u003e\n\n      \u003c\/thead\u003e\n\n      \u003ctbody\u003e\n\n        \u003ctr style=\"background-color: #ffffff;\"\u003e\n\n          \u003ctd style=\"padding: 12px; font-weight: bold; border: 1px solid #e2e8f0; color: #1a365d; vertical-align: top;\"\u003e会计与财务\u003c\/td\u003e\n\n          \u003ctd style=\"padding: 12px; border: 1px solid #e2e8f0; vertical-align: top;\"\u003e手动处理数百张本地和国际发票会推迟月度结账，并带来合规风险。\u003c\/td\u003e\n\n          \u003ctd style=\"padding: 12px; border: 1px solid #e2e8f0; vertical-align: top;\"\u003e立即将供应商、日期、明细项目、多币种总计和自定义项目代码提取到整洁的电子表格中。\u003c\/td\u003e\n\n        \u003c\/tr\u003e\n\n        \u003ctr style=\"background-color: #f7fafc;\"\u003e\n\n          \u003ctd style=\"padding: 12px; font-weight: bold; border: 1px solid #e2e8f0; color: #1a365d; vertical-align: top;\"\u003e物流与供应链\u003c\/td\u003e\n\n          \u003ctd style=\"padding: 12px; border: 1px solid #e2e8f0; vertical-align: top;\"\u003e提单和跨境货运舱单被扫描成杂乱的 PDF，导致库存跟踪困难。\u003c\/td\u003e\n\n          \u003ctd style=\"padding: 12px; border: 1px solid #e2e8f0; vertical-align: top;\"\u003e立即将扫描的舱单转换为结构化、可搜索的数据点，无需手动转换格式。\u003c\/td\u003e\n\n        \u003c\/tr\u003e\n\n        \u003ctr style=\"background-color: #ffffff;\"\u003e\n\n          \u003ctd style=\"padding: 12px; font-weight: bold; border: 1px solid #e2e8f0; color: #1a365d; vertical-align: top;\"\u003e法务与合规\u003c\/td\u003e\n\n          \u003ctd style=\"padding: 12px; border: 1px solid #e2e8f0; vertical-align: top;\"\u003e法律助理需要花费数小时阅读冗长的合同，仅仅为了提取关键条款、日期和当事人名称。\u003c\/td\u003e\n\n          \u003ctd style=\"padding: 12px; border: 1px solid #e2e8f0; vertical-align: top;\"\u003e\n\n\u003cstrong\u003e自定义：\u003c\/strong\u003e训练机器人将 50 页的合同摘要为 1 页的执行简报，仅突出关键条款。\u003c\/td\u003e\n\n        \u003c\/tr\u003e\n\n      \u003c\/tbody\u003e\n\n    \u003c\/table\u003e\n\n  \u003c\/div\u003e\n\n\n  \u003c!-- Enterprise Solutions Section --\u003e\n  \u003ch2 style=\"color: #1a365d; font-size: 20px; margin-top: 32px; margin-bottom: 16px; font-weight: bold; border-bottom: 2px solid #e2e8f0; padding-bottom: 8px;\"\u003e\n\n    企业解决方案：为您的工作流量身定制\n  \u003c\/h2\u003e\n\n  \u003cp style=\"margin-bottom: 16px; color: #2d3748;\"\u003e\n    直接使用适合您业务规模的方法集成并运行数据摘要机器人：\n  \u003c\/p\u003e\n\n  \u003cul style=\"margin: 0 0 32px 0; padding-left: 20px; color: #2d3748;\"\u003e\n\n    \u003cli style=\"margin-bottom: 8px;\"\u003e\n\n\u003cstrong\u003e云端同步（BYOS）：\u003c\/strong\u003e通过 Google Drive 或 Dropbox 无缝同步文件夹，自动在后台处理海量文件批次。\u003c\/li\u003e\n\n    \u003cli style=\"margin-bottom: 8px;\"\u003e\n\n\u003cstrong\u003e开发者 API：\u003c\/strong\u003e自动化您的处理流程。通过 API 触发分析任务，并将 JSON 结果直接导入您的内部数据库。\u003c\/li\u003e\n\n    \u003cli style=\"margin-bottom: 0;\"\u003e\n\n\u003cstrong\u003e定制托管服务（代办）：\u003c\/strong\u003e没有时间设置云端文件夹或定义自定义提取列？让我们的数据工程师为您代劳。我们将为您特定的文件类型构建定制化处理流程，管理处理过程，并将最终的结构化数据直接交付给您的团队。\u003c\/li\u003e\n\n  \u003c\/ul\u003e\n\n\n  \u003c!-- Call to Action Button --\u003e\n  \u003cdiv style=\"margin-bottom: 32px;\"\u003e\n\n    \u003ca style=\"display: inline-block; background-color: #2b6cb0; color: #ffffff; font-weight: bold; padding: 12px 24px; border-radius: 6px; text-decoration: none; font-size: 15px; box-shadow: 0 2px 4px rgba(0,0,0,0.1);\" href=\"https:\/\/www.langyatech.com\/pages\/how-to-use-the-data-summarization-extraction-bot\"\u003e\n      查看数据摘要机器人使用指南 →\n    \u003c\/a\u003e\n  \u003c\/div\u003e\n\n\n\u003c\/div\u003e\n","brand":"Langya Tech","offers":[{"title":"Default Title","offer_id":58381510312096,"sku":"Langya-Tech-Data-Summarization-Extraction-Bot","price":50.0,"currency_code":"HKD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0559\/4195\/5744\/files\/langyaTech_logo.png?v=1740800626"},{"product_id":"cv-screening-bot","title":"CV Screening Bot","description":"\u003cdiv style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif; color: #2d3748; max-width: 900px; margin: 0 auto; line-height: 1.6; font-size: 15px;\"\u003e\n\n\u003c!-- Title \u0026 Header Section --\u003e\n\u003cp style=\"font-size: 18px; color: #2b6cb0; font-style: italic; margin-top: 0; margin-bottom: 24px; font-weight: bold; border-left: 4px solid #3182ce; padding-left: 12px;\"\u003eSpeed up recruiting. Systematically hire better talent.\u003c\/p\u003e\n\n\u003cp dir=\"ltr\"\u003e\u003cstrong\u003eAre your HR teams drowning in hundreds of CVs every time you post a new role?\u003c\/strong\u003e\u003cbr\u003e\nStatistically, a human recruiter spends an average of 6 seconds scanning a resume. At that speed, cognitive fatigue sets in, unconscious bias takes over, and top-tier talent slips through the cracks. Stop relying on outdated ATS keyword scanners. Our \u003cstrong\u003eEnterprise AI CV Screening Bot\u003c\/strong\u003e reads like a Senior Headhunter—processing hundreds of PDFs and Word documents in minutes to deliver a C-Suite ready Excel leaderboard ranked by your exact job requirements.\u003c\/p\u003e\n\n\u003cp style=\"font-weight: 600; color: #1a365d; margin-bottom: 32px;\"\u003e👉 \u003cem\u003eClick the \"Request for Quotation\" button above to request a Free Sample Screening!\u003c\/em\u003e\u003c\/p\u003e\n\n\u003c!-- NEW: Simple, Secure Workflow Box (From Fiverr) --\u003e\n\u003cdiv style=\"background-color: #f0fdf4; border: 1px solid #9ae6b4; border-radius: 8px; padding: 20px; margin-bottom: 32px;\"\u003e\n\u003ch2 style=\"color: #276749; font-size: 18px; margin-top: 0; margin-bottom: 12px; font-weight: bold; display: flex; align-items: center;\"\u003e⚡ Our Simple, Secure Workflow\u003c\/h2\u003e\n\u003cp style=\"margin-bottom: 12px; color: #2d3748;\"\u003eYou never have to \"send\" or email us sensitive candidate files. We use a Bring Your Own Storage (BYOS) model to keep your data strictly under your control:\u003c\/p\u003e\n\u003col style=\"margin: 0; padding-left: 20px; color: #2d3748;\"\u003e\n\u003cli style=\"margin-bottom: 8px;\"\u003e\n\u003cstrong\u003eCreate a folder\u003c\/strong\u003e in your company's Google Drive or Dropbox.\u003c\/li\u003e\n\u003cli style=\"margin-bottom: 8px;\"\u003e\n\u003cstrong\u003eDrop your candidate CVs\u003c\/strong\u003e and your Job Description into it.\u003c\/li\u003e\n\u003cli style=\"margin-bottom: 8px;\"\u003e\n\u003cstrong\u003eShare the folder\u003c\/strong\u003e with our secure processing email. \u003cem\u003e(Note: For your security, our staff will ONLY ever request access using an official @langyatech.com email address).\u003c\/em\u003e\n\u003c\/li\u003e\n\u003cli style=\"margin-bottom: 0;\"\u003e\n\u003cstrong\u003eWe process them instantly\u003c\/strong\u003e and deposit the final Excel Leaderboard right back into your secure folder!\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003c\/div\u003e\n\n\u003c!-- Enterprise Security \u0026 Compliance Box --\u003e\n\u003cdiv style=\"background-color: #ebf8ff; border: 1px solid #90cdf4; border-radius: 8px; padding: 20px; margin-bottom: 32px;\"\u003e\n\u003ch2 style=\"color: #2b6cb0; font-size: 18px; margin-top: 0; margin-bottom: 12px; font-weight: bold; display: flex; align-items: center;\"\u003e🔒 Global Enterprise Security \u0026amp; Compliance\u003c\/h2\u003e\n\u003cp style=\"margin-bottom: 12px; color: #2d3748;\"\u003eWe know your candidate CVs contain highly sensitive Personally Identifiable Information (PII). Our architecture is built from the ground up to align with strict global data privacy regulations including \u003cstrong\u003eGDPR, CCPA, and the HK PDPO\u003c\/strong\u003e.\u003c\/p\u003e\n\u003cul style=\"margin: 0; padding-left: 20px; color: #2d3748;\"\u003e\n\u003cli style=\"margin-bottom: 8px;\"\u003e\n\u003cstrong\u003eZero-Training AI:\u003c\/strong\u003e We utilize Tier-1 Enterprise LLM endpoints. Your data is processed strictly for your screening audit and is \u003cstrong\u003enever\u003c\/strong\u003e used to train public AI models.\u003c\/li\u003e\n\u003cli style=\"margin-bottom: 8px;\"\u003e\n\u003cstrong\u003eStateless Processing (True BYOS):\u003c\/strong\u003e Because we read directly from your cloud folder, your CVs are processed in temporary memory. Langya Tech does not permanently download or store your raw data in our databases.\u003c\/li\u003e\n\u003cli style=\"margin-bottom: 0;\"\u003e\n\u003cstrong\u003eData Sovereignty Ready:\u003c\/strong\u003e Need your data to stay in a specific region? We offer dedicated server deployments (US, EU, APAC, HK) to ensure your data never crosses borders.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\n\n\u003c!-- Pain Points Box --\u003e\n\u003cdiv style=\"background-color: #fff5f5; border: 1px solid #fed7d7; border-radius: 8px; padding: 20px; margin-bottom: 32px;\"\u003e\n\u003ch2 style=\"color: #c53030; font-size: 18px; margin-top: 0; margin-bottom: 12px; font-weight: bold; display: flex; align-items: center;\"\u003eThe Problem: The ATS Keyword Myth\u003c\/h2\u003e\n\u003cp style=\"margin-bottom: 12px; font-weight: 600; color: #9b2c2c;\"\u003eRelying on standard Applicant Tracking Systems (ATS) or manual human review creates massive hiring blind spots:\u003c\/p\u003e\n\u003cul style=\"margin: 0; padding-left: 20px; color: #2d3748;\"\u003e\n\u003cli style=\"margin-bottom: 8px;\"\u003e\n\u003cstrong\u003eKeyword Trickery:\u003c\/strong\u003e Standard ATS filters are easily tricked by unqualified candidates who simply copy-paste the job description into their resume in white text.\u003c\/li\u003e\n\u003cli style=\"margin-bottom: 8px;\"\u003e\n\u003cstrong\u003eMissed Top Talent:\u003c\/strong\u003e Brilliant candidates are routinely auto-rejected simply because their resume wasn't formatted perfectly for a legacy parser.\u003c\/li\u003e\n\u003cli style=\"margin-bottom: 8px;\"\u003e\n\u003cstrong\u003eUnconscious Bias:\u003c\/strong\u003e When reading 500+ resumes, human reviewers naturally succumb to fatigue, leading to inconsistent grading and bias.\u003c\/li\u003e\n\u003cli style=\"margin-bottom: 0;\"\u003e\n\u003cstrong\u003eThe Time Drain:\u003c\/strong\u003e Your HR team is spending weeks manually extracting emails, CGPAs, and years of experience instead of actually interviewing candidates.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\n\n\u003c!-- Core Features Section --\u003e\n\u003ch2 style=\"color: #1a365d; font-size: 20px; margin-top: 32px; margin-bottom: 16px; font-weight: bold; border-bottom: 2px solid #e2e8f0; padding-bottom: 8px;\"\u003eThe Solution: Our Technical Advantage\u003c\/h2\u003e\n\u003cdiv style=\"margin-bottom: 20px;\"\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eWhy use our specialized architecture? Because we don't just extract text—we fundamentally grade and rank candidates based on your unique hiring philosophy.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch3 style=\"color: #2b6cb0; font-size: 16px; margin-bottom: 6px; font-weight: bold;\"\u003e1. Custom JD Matching \u0026amp; Ranking\u003c\/h3\u003e\nOnce we access your secure folder, our AI processes the entire batch against your exact Job Description prompt. Within minutes, it deposits a perfectly formatted Excel Leaderboard, ranking candidates by their \u003cstrong\u003eJD Match Score\u003c\/strong\u003e. You get a definitive \"Strong Pass\", \"Review\", or \"Reject\" with a 3-sentence AI reasoning summary for every candidate.\u003cbr\u003e\n\u003c\/div\u003e\n\u003cdiv style=\"margin-bottom: 20px;\"\u003e\n\u003ch3 style=\"color: #2b6cb0; font-size: 16px; margin-bottom: 6px; font-weight: bold;\"\u003e2. The Objective \"Talent Tiering\" Score\u003c\/h3\u003e\n\u003cp class=\"MsoNormal\"\u003eWhile the JD Match Score evaluates fit for a specific role, our AI also generates a completely separate \u003cstrong\u003eOverall Merit Score\u003c\/strong\u003e and \"Talent Tier\" (from Tier 1 to Tier 4). Generated independently of your job prompt, this objective baseline evaluates a candidate's raw merit across four pillars: \u003cem\u003eCareer Trajectory, Signal Quality, Cognitive Foundation, and Scope \u0026amp; Complexity.\u003c\/em\u003e \u003cstrong\u003e(Fully customizable to match your company's hiring philosophy).\u003c\/strong\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003c\/div\u003e\n\u003cdiv style=\"margin-bottom: 24px;\"\u003e\n\u003ch3 style=\"color: #2b6cb0; font-size: 16px; margin-bottom: 6px; font-weight: bold;\"\u003e3. Fully Customizable Extractions\u003c\/h3\u003e\n\u003cp\u003eEvery HR team has different needs. Whether you need the AI to extract specific certifications, calculate exact years of experience, identify visa statuses, or pull LinkedIn URLs, the extracted data fields in your final Excel report are fully customizable to fit your exact workflow.\u003c\/p\u003e\n\u003c\/div\u003e\n\n\u003c!-- Industry Use Cases Table --\u003e\n\u003ch2 style=\"color: #1a365d; font-size: 20px; margin-top: 32px; margin-bottom: 16px; font-weight: bold; border-bottom: 2px solid #e2e8f0; padding-bottom: 8px;\"\u003eHiring Use Cases\u003c\/h2\u003e\n\u003cdiv style=\"overflow-x: auto; margin-bottom: 32px;\"\u003e\n\u003ctable style=\"width: 100%; border-collapse: collapse; border: 1px solid #cbd5e0; font-size: 14px; text-align: left;\"\u003e\n\u003cthead\u003e\n\u003ctr style=\"background-color: #1a365d;\"\u003e\n\u003cth style=\"padding: 12px; color: rgb(255, 255, 255); font-weight: bold; border: 1px solid rgb(203, 213, 224); width: 25%;\"\u003eScenario\u003c\/th\u003e\n\u003cth style=\"padding: 12px; color: rgb(255, 255, 255); font-weight: bold; border: 1px solid rgb(203, 213, 224); width: 35%;\"\u003eThe Problem\u003c\/th\u003e\n\u003cth style=\"padding: 12px; color: rgb(255, 255, 255); font-weight: bold; border: 1px solid rgb(203, 213, 224); width: 40%;\"\u003eThe Win\u003c\/th\u003e\n\u003c\/tr\u003e\n\u003c\/thead\u003e\n\u003ctbody\u003e\n\u003ctr style=\"background-color: #ffffff;\"\u003e\n\u003ctd style=\"padding: 12px; font-weight: bold; border: 1px solid rgb(226, 232, 240); color: rgb(26, 54, 93); vertical-align: top;\"\u003eHigh-Volume Tech Hiring\u003c\/td\u003e\n\u003ctd style=\"padding: 12px; border: 1px solid rgb(226, 232, 240); vertical-align: top;\"\u003eYou receive 1,000+ applicants for a Junior Developer role and cannot read them all.\u003c\/td\u003e\n\u003ctd style=\"padding: 12px; border: 1px solid rgb(226, 232, 240); vertical-align: top;\"\u003eInstantly rank candidates by their exact hard-skill match to your tech stack, while automatically extracting GitHub and portfolio URLs into clean Excel columns.\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"background-color: #f7fafc;\"\u003e\n\u003ctd style=\"padding: 12px; font-weight: bold; border: 1px solid rgb(226, 232, 240); color: rgb(26, 54, 93); vertical-align: top;\"\u003eCampus Recruitment\u003c\/td\u003e\n\u003ctd style=\"padding: 12px; border: 1px solid rgb(226, 232, 240); vertical-align: top;\"\u003eFresh graduates have very little experience, making it hard to differentiate top talent.\u003c\/td\u003e\n\u003ctd style=\"padding: 12px; border: 1px solid rgb(226, 232, 240); vertical-align: top;\"\u003eOur \u003cstrong\u003eTalent Tiering\u003c\/strong\u003e engine is programmed not to penalize short tenures for students. It accurately evaluates academic rigor, competitive internships, and side projects to find high-potential youth.\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"background-color: #ffffff;\"\u003e\n\u003ctd style=\"padding: 12px; font-weight: bold; border: 1px solid rgb(226, 232, 240); color: rgb(26, 54, 93); vertical-align: top;\"\u003eExecutive Search\u003c\/td\u003e\n\u003ctd style=\"padding: 12px; border: 1px solid rgb(226, 232, 240); vertical-align: top;\"\u003eHeadhunters need to present deep, objective summaries of top candidates to their clients.\u003c\/td\u003e\n\u003ctd style=\"padding: 12px; border: 1px solid rgb(226, 232, 240); vertical-align: top;\"\u003eThe AI generates a custom executive summary, highlighting specific extracted strengths and potential red flags, ready to be presented to the C-Suite.\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\n\u003c\/table\u003e\n\u003c\/div\u003e\n\n\u003c!-- ==================== ENTERPRISE SOLUTIONS ==================== --\u003e\n\u003ch2 style=\"color: #1a365d; font-size: 20px; margin-top: 32px; margin-bottom: 16px; font-weight: bold; border-bottom: 2px solid #e2e8f0; padding-bottom: 8px;\"\u003eService Tiers: Tailored to Your Enterprise\u003c\/h2\u003e\n\u003cp style=\"margin-bottom: 20px; color: #2d3748;\"\u003eNeed to process candidate data at scale? We offer solutions tailored to your technical resources.\u003c\/p\u003e\n\n\u003cdiv style=\"margin-bottom: 24px;\"\u003e\n\u003ch3 style=\"color: #2b6cb0; font-size: 16px; margin-bottom: 6px; font-weight: bold;\"\u003e1. Done-For-You (Managed Screening Service) *Most Popular*\u003c\/h3\u003e\n\u003cp style=\"margin-bottom: 8px; color: #2d3748;\"\u003eDon't have the time to format data or read reports? Let our team of data experts do the heavy lifting:\u003c\/p\u003e\n\u003cul style=\"margin: 0; padding-left: 20px; color: #2d3748;\"\u003e\n\u003cli style=\"margin-bottom: 6px;\"\u003e\n\u003cstrong\u003eZero-Touch Batch Processing:\u003c\/strong\u003e Simply share a secure Google Drive or Dropbox folder containing your CVs and Job Description. We will run the extraction, clean the data, and deposit the final Excel leaderboard right back into your folder.\u003c\/li\u003e\n\u003cli style=\"margin-bottom: 0;\"\u003e\n\u003cstrong\u003eCustom Rubric Tuning:\u003c\/strong\u003e We calibrate the AI’s extraction rules and Talent Tiering weights to perfectly match your specific industry requirements and company culture.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\n\n\u003cdiv style=\"margin-bottom: 32px;\"\u003e\n\u003ch3 style=\"color: #2b6cb0; font-size: 16px; margin-bottom: 6px; font-weight: bold;\"\u003e2. Self-Serve (API \u0026amp; BYOS)\u003c\/h3\u003e\n\u003cp style=\"margin-bottom: 8px; color: #2d3748;\"\u003eFor technical HR teams who want to run the screening themselves:\u003c\/p\u003e\n\u003cul style=\"margin: 0; padding-left: 20px; color: #2d3748;\"\u003e\n\u003cli style=\"margin-bottom: 6px;\"\u003e\n\u003cstrong\u003eCloud Sync (BYOS):\u003c\/strong\u003e Seamlessly sync candidate folders via secure Google Drive or Dropbox links directly in our platform.\u003c\/li\u003e\n\u003cli style=\"margin-bottom: 0;\"\u003e\n\u003cstrong\u003eDeveloper API:\u003c\/strong\u003e Automate your pipeline. Trigger analysis runs via API and pipe JSON results straight into your existing ATS or data warehouse.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\n\n\u003c!-- ==================== Call to Action ==================== --\u003e\n\u003cdiv style=\"background-color: #f7fafc; border: 1px solid #e2e8f0; border-radius: 8px; padding: 24px; text-align: center; margin-top: 40px; margin-bottom: 20px;\"\u003e\n\u003ch3 style=\"color: #1a365d; font-size: 20px; margin-top: 0; margin-bottom: 12px; font-weight: bold;\"\u003eStop letting top talent slip through the cracks.\u003c\/h3\u003e\n\u003cp style=\"margin-bottom: 20px; color: #4a5568; font-size: 16px;\"\u003eUse the \u003cstrong\u003eRequest for Quotation\u003c\/strong\u003e button at the top of this page to contact our team. Set up a secure cloud folder with a sample batch of 15-25 CVs and your Job Description, and we will run your first AI Screening report completely free.\u003c\/p\u003e\n\u003c\/div\u003e\n\n\u003c\/div\u003e\n","brand":"Langya Tech","offers":[{"title":"Default Title","offer_id":68565362802848,"sku":null,"price":50.0,"currency_code":"HKD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0559\/4195\/5744\/files\/langyaTech_logo.png?v=1740800626"}],"url":"https:\/\/www.langyatech.com\/zh-hans-sg\/collections\/data-summarization-bots.oembed","provider":"Langya Tech","version":"1.0","type":"link"}