{"title":"Data Summarization Bots","description":null,"products":[{"product_id":"data-summarization-extraction-bot","title":"Data Summarization \u0026 Extraction 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  \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    Stop Manual Data Entry. Turn thousands of invoices, receipts, and unstructured documents into organized, actionable data in minutes.\n  \u003c\/p\u003e\n  \u003cp dir=\"ltr\"\u003e\n    \u003cstrong\u003eAre your accounting, legal, or administrative teams drowning in PDFs and images?\u003c\/strong\u003e\u003cbr\u003e\n    \u003cspan\u003eIf your business data is locked inside unstructured documents, your workflow is painfully slow. Our \u003cstrong\u003eData Summarization \u0026amp; Extraction Bot\u003c\/strong\u003e is an enterprise-grade AI tool that reads, understands, and structures your documents automatically.\u003c\/span\u003e\n  \u003c\/p\u003e\n  \u003cp style=\"background-color: #f7fafc; border: 1px solid #e2e8f0; border-radius: 6px; padding: 12px; font-size: 14px; color: #4a5568;\"\u003e\n    \u003cstrong\u003eNote:\u003c\/strong\u003e While the current out-of-the-box version is highly optimized for financial documents (invoices, receipts, and POs), our engine is built for ultimate flexibility. We can easily customize the bot to summarize and extract data from any document type—from legal contracts to shipping manifests.\n  \u003c\/p\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;\"\u003e\n      The Pain Points (Why You Need This)\n    \u003c\/h2\u003e\n    \u003cp style=\"margin-bottom: 12px; font-weight: 600; color: #9b2c2c;\"\u003e\n      If you rely on manual data entry or basic document scanners, you face a massive operational bottleneck:\n    \u003c\/p\u003e\n    \u003cul style=\"margin: 0; padding-left: 20px; color: #2d3748;\"\u003e\n      \u003cli style=\"margin-bottom: 8px;\"\u003e\n        \u003cstrong\u003eThe Manual Labor Trap:\u003c\/strong\u003e Having humans type out line items from hundreds of invoices or summarize lengthy documents is expensive, slow, and a poor use of talent.\n      \u003c\/li\u003e\n      \u003cli style=\"margin-bottom: 8px;\"\u003e\n        \u003cstrong\u003eHigh Error Rates:\u003c\/strong\u003e Manual entry inevitably leads to typos, misplaced decimals, and compliance risks.\n      \u003c\/li\u003e\n      \u003cli style=\"margin-bottom: 8px;\"\u003e\n        \u003cstrong\u003e\"Dumb\" Scanners:\u003c\/strong\u003e Standard scanning software just gives you a messy wall of text. It doesn't understand context (e.g., knowing the difference between a \"Shipping Address\" and a \"Billing Address\").\n      \u003c\/li\u003e\n      \u003cli style=\"margin-bottom: 0;\"\u003e\n        \u003cstrong\u003eWorkflow Friction:\u003c\/strong\u003e Downloading files from your cloud, uploading them to a random website one by one, and downloading the results is a tedious, unscalable nightmare.\n      \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;\"\u003e\n    The Solution: Our Technical Advantage\n  \u003c\/h2\u003e\n  \u003cp dir=\"ltr\"\u003e\n    \u003cspan\u003eWhy use our specialized Data Summarization Bot instead of standard scanning software? Because our backend is engineered for enterprise workflows, deep comprehension, and seamless automation—whether you need to process one file or ten thousand.\u003c\/span\u003e\n  \u003c\/p\u003e\n\n  \u003cdiv style=\"margin-bottom: 20px;\"\u003e\n    \u003ch3 style=\"color: #2b6cb0; font-size: 16px; margin-bottom: 6px; font-weight: bold;\"\u003e\n      1. Instant Processing OR Bring Your Own Storage (BYOS)\n    \u003c\/h3\u003e\n    \u003cp style=\"margin: 0;\"\u003e\n      Need data from a single receipt right now? Simply attach the file in your browser for instant extraction. Processing 10,000 files? No manual uploading required. Securely connect your Google Drive or Dropbox. The bot will automatically fetch your input folders and deposit the structured data directly back into your cloud.\n    \u003c\/p\u003e\n  \u003c\/div\u003e\n\n  \u003cdiv style=\"margin-bottom: 20px;\"\u003e\n    \u003ch3 style=\"color: #2b6cb0; font-size: 16px; margin-bottom: 6px; font-weight: bold;\"\u003e\n      2. Custom Column Extraction (You Dictate the Data)\n    \u003c\/h3\u003e\n    \u003cp style=\"margin: 0;\"\u003e\n      We don't just give you a generic summary. Our engine allows you to define custom data points (e.g., \"Extract Total Amount, Vendor Name, Tax ID, and Date\"). The AI reads the document, finds exactly what you asked for, and structures it perfectly.\n    \u003c\/p\u003e\n  \u003c\/div\u003e\n\n  \u003cdiv style=\"margin-bottom: 20px;\"\u003e\n    \u003ch3 style=\"color: #2b6cb0; font-size: 16px; margin-bottom: 6px; font-weight: bold;\"\u003e\n      3. Automated Background Processing \u0026amp; Alerts\n    \u003c\/h3\u003e\n    \u003cp style=\"margin: 0;\"\u003e\n      Don't leave your browser window open all day. For large batches, our bot processes your cloud folders asynchronously. Once your job is complete, the system fires off an automated Job Completion Email detailing the files processed, processing time, and output location.\n    \u003c\/p\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;\"\u003e\n      4. 100% Adaptable Engine\n    \u003c\/h3\u003e\n    \u003cp style=\"margin: 0;\"\u003e\n      Today, it automates your accounts payable. Tomorrow, we can adjust the parameters to summarize medical records, parse resumes, or audit compliance documents.\n    \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;\"\u003e\n    Industry-Specific Use Cases\n  \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: #ffffff; font-weight: bold; border: 1px solid #cbd5e0; width: 25%;\"\u003eIndustry \/ Use Case\u003c\/th\u003e\n          \u003cth style=\"padding: 12px; color: #ffffff; font-weight: bold; border: 1px solid #cbd5e0; width: 35%;\"\u003eThe Problem\u003c\/th\u003e\n          \u003cth style=\"padding: 12px; color: #ffffff; font-weight: bold; border: 1px solid #cbd5e0; 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 #e2e8f0; color: #1a365d; vertical-align: top;\"\u003eAccounting \u0026amp; Finance\u003c\/td\u003e\n          \u003ctd style=\"padding: 12px; border: 1px solid #e2e8f0; vertical-align: top;\"\u003eProcessing hundreds of vendor invoices and employee receipts manually takes days and delays monthly closing.\u003c\/td\u003e\n          \u003ctd style=\"padding: 12px; border: 1px solid #e2e8f0; vertical-align: top;\"\u003eInstantly extract Vendor, Date, Line Items, Tax, and Totals into a clean spreadsheet via Google Drive\/Dropbox sync.\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 #e2e8f0; color: #1a365d; vertical-align: top;\"\u003eLogistics \u0026amp; Supply Chain\u003c\/td\u003e\n          \u003ctd style=\"padding: 12px; border: 1px solid #e2e8f0; vertical-align: top;\"\u003eBills of Lading and shipping manifests are scanned as messy PDFs, making it hard to track inventory.\u003c\/td\u003e\n          \u003ctd style=\"padding: 12px; border: 1px solid #e2e8f0; vertical-align: top;\"\u003eConvert scanned manifests into structured, searchable data points instantly.\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 #e2e8f0; color: #1a365d; vertical-align: top;\"\u003eLegal \u0026amp; Compliance\u003c\/td\u003e\n          \u003ctd style=\"padding: 12px; border: 1px solid #e2e8f0; vertical-align: top;\"\u003eParalegals spend hours reading lengthy contracts just to extract key clauses, dates, and party names.\u003c\/td\u003e\n          \u003ctd style=\"padding: 12px; border: 1px solid #e2e8f0; vertical-align: top;\"\u003e\n\u003cstrong\u003eCustomization:\u003c\/strong\u003e Train the bot to summarize 50-page contracts into 1-page executive briefs highlighting only the critical clauses.\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 #e2e8f0; color: #1a365d; vertical-align: top;\"\u003eHealthcare \u0026amp; Admin\u003c\/td\u003e\n          \u003ctd style=\"padding: 12px; border: 1px solid #e2e8f0; vertical-align: top;\"\u003ePatient intake forms or handwritten notes are difficult to digitize and organize into CRM systems.\u003c\/td\u003e\n          \u003ctd style=\"padding: 12px; border: 1px solid #e2e8f0; vertical-align: top;\"\u003e\n\u003cstrong\u003eCustomization:\u003c\/strong\u003e Accurately digitize and categorize unstructured administrative forms into neat database formats.\u003c\/td\u003e\n        \u003c\/tr\u003e\n      \u003c\/tbody\u003e\n    \u003c\/table\u003e\n  \u003c\/div\u003e\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    Enterprise Solutions: Tailored to Your Workflow\n  \u003c\/h2\u003e\n  \u003cp style=\"margin-bottom: 16px; color: #2d3748;\"\u003e\n    Integrate and run the Data Summarization Bot directly using the method that fits your scale:\n  \u003c\/p\u003e\n  \u003cul style=\"margin: 0 0 32px 0; padding-left: 20px; color: #2d3748;\"\u003e\n    \u003cli style=\"margin-bottom: 8px;\"\u003e\n\u003cstrong\u003eFile Attachment (Instant Processing):\u003c\/strong\u003e Upload a single file directly in your browser for immediate data extraction—perfect for quick tests or one-off documents.\u003c\/li\u003e\n    \u003cli style=\"margin-bottom: 8px;\"\u003e\n\u003cstrong\u003eCloud Sync (BYOS):\u003c\/strong\u003e Seamlessly sync folders via Google Drive or Dropbox for automated background processing of massive file batches.\u003c\/li\u003e\n    \u003cli style=\"margin-bottom: 8px;\"\u003e\n\u003cstrong\u003eDeveloper API:\u003c\/strong\u003e Automate your pipeline. Trigger analysis runs via API and pipe JSON results straight to your internal databases.\u003c\/li\u003e\n    \u003cli style=\"margin-bottom: 0;\"\u003e\n\u003cstrong\u003eCustom Managed Services (Done-For-You):\u003c\/strong\u003e Don't have the time to set up cloud folders or define custom extraction columns? Let our data engineers do it for you. We will build a customized pipeline for your specific document types, manage the processing, and deliver the final structured data directly to your team.\u003c\/li\u003e\n  \u003c\/ul\u003e\n\n  \u003c!-- Call to Action Button --\u003e\n  \u003cdiv style=\"margin-bottom: 32px;\"\u003e\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      View How-to-Use Data Summarization Bot →\n    \u003c\/a\u003e\n  \u003c\/div\u003e\n\u003c\/div\u003e","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\/de-tw\/collections\/data-summarization-bots.oembed","provider":"Langya Tech","version":"1.0","type":"link"}