# AI Curation > AI content recommendations tailored to each learner's role, history, and goals. - Last updated: 2026-08-21 - Canonical URL: https://www.touchclass.com/en/ai-curation - Markdown mirror URL: https://www.touchclass.com/markdown.php/en/ai-curation.md - Language: English - Category: AI features ## Key points - AI content recommendations tailored to each learner's role, history, and goals. ## Feature details (structured data) ### What it does - Recommends courses and short-form learning content from the TouchClass content library using learner behavior, role, interest, and related-content signals. ### Detailed functions - behavior-history recommendation - popular search term recommendation - related-content recommendation - similar-learner recommendation - role/job matching - short-form-to-course learning path connection ### Effects - uses a library of 6000+ e-learning courses and 200000+ short-form items - public data shows frequent content supply correlating with higher MAU - helps prevent post-compliance-season engagement drops by maintaining always-on learning reasons ### Source URLs - https://www.touchclass.com/en/ai-curation - https://www.touchclass.com/en/content-subscription - https://www.touchclass.com/en/data-report ## Page content *The content below is extracted from the rendered source page.* AI Curation ## 200,000 pieces of content. Show only what matters. AI analyzes each learner's behavior history, role, and interests to recommend personalized content. It finds the right learning content among 6,000 e-learning courses and 200,000 short-form clips. [Book a Free Demo](https://www.touchclass.com/form/contact) Download Proposal Behavior-based Analyzes content viewed, courses completed, and time spent to recommend the next learning step. Trending Searches Surfaces trending content based on the most-searched keywords within your organization. Related Content Auto-connects advanced and supplementary content that follows the topic currently being studied. Similar Learners Recommends content viewed by peers with similar learning patterns — same role, similar experience. Content Curation ## Curated learning starts with personalized content When learners select their interests, AI analyzes competencies and learning history to curate personalized content from 200,000 items. - 1 Select interest tags → auto-filter by competency - 2 Recommendation accuracy improves as learning history builds - 3 A different personalized home screen every time you log in ## A different home screen every time you log in - 4-stage Personalization Process Start with a default home. As learning begins, AI analyzes interests and competencies. Once interest tags accumulate, competency-based recommendations activate. The final stage delivers precision personalization based on learning history. A refresh function lets learners discover new content even within the same interest areas. Default → Interests → Competency → Precision - Role-based Content Matching Sales gets product knowledge and selling skills, engineering gets tech trends, management gets leadership content. Content from 20+ categories (IT trends, languages, org management, certifications, DT/DX, compliance, etc.) is auto-filtered by role. 20+ categories auto-matched - Short-form → Full Course Connection Learners start with a 1-minute short-form clip. When something sparks their interest, they seamlessly transition to the full e-learning course. 200,000 short-form clips and 6,000 courses are topic-linked, creating an unbroken path from discovery to deep learning. Short-form → e-learning, linked automatically 4-stage Personalization Process 1 Default Home Recommendations based on overall popular content ↓ 2 Interest Analysis 3+ views → auto-generate interest tags ↓ 3 Competency-based Role mapping → category-specific curation ↓ 4 Precision Personalization History-based AI recommendations + refresh A different home screen every login Role-based Content Matching S. Kim, Manager Sales Team 2 · 3 years Sales Skills Product Knowledge Communication Presentation Finance 1 Customer Needs Analysis Sales Skills · B2B Sales 98% 2 Proposal Writing Mastery Product Knowledge · Documentation 94% 3 The Art of Negotiation Sales Skills · Leadership 91% 4 CRM Data Strategy Product Knowledge · Data Analysis 87% 5 Remote Sales Communication Communication · Online Meetings 84% 20+ categories auto-matched Short-form → Full Course Auto-connection 1-min Short Interest Sparked E-learning Course 200,000 short-form clips ↔ 6,000 e-learning courses linked by topic [Short] AI Trends in 60 Seconds Views 1,240 · Completion 87% ↓ 68% of interested learners continue [Course] Practical AI for Work 12 sessions · Completion 72% Connection Status [Short] 3 Leadership Principles Views 980 · Completion 91% ↓ 54% of interested learners continue [Course] Team Management for Leaders 8 sessions · Completion 65% Discovery → in-depth learning, linked automatically ## Without enough content, recommendations are meaningless - 6,000+ E-learning Courses TouchContents provides e-learning across 20+ categories: IT trends, languages, org management, certifications, finance, DT/DX, compliance, leadership, humanities, and more. Customer-created content is also included in the curation pool. TouchContents 6,000+ courses - 200,000+ Short-forms AI auto-segments existing e-learning content into short-form clips. 5 formats: landscape video, portrait video, card news, quiz, and opinion. Clips under one minute for commutes and lunch breaks. AI auto-segmentation → 5 short-form types - Access Volume → Habit Formation The goal of curation is not completion rates — it's building access habits. When role-relevant content keeps appearing, learners return voluntarily. Data from 100+ companies shows that companies supplying content weekly with personalization maintain 30-50% off-season MAU. When supply stops, MAU crashes within 2 months. Off-season MAU held at 30-50% TouchContents E-learning Library IT Trends 820 🌐 Languages 640 Management 580 📜 Certifications 450 🔄 DT/DX 720 ⚖️ Compliance 380 Total **6,000+** courses · 20+ categories Customer content included in curation pool AI Auto-segmentation — 5 Short-form Types 🎬 Landscape 48,200 Portrait 35,800 📜 Card News 52,100 Quiz 41,600 Opinion 22,300 1 e-learning course → **30-40** short-form clips auto-generated 1-minute learning during commute or lunch MAU Change by Content Supply Frequency Weekly+ supply Supply stopped JanFebMarAprMayJunJulAug 30-50% Off-season MAU (supply maintained) 5-10% Off-season MAU (supply stopped) Based on 100+ company operations data ## Admins use curation too - Auto-generated Learning Paths Enter a job title and AI builds a matching learning path automatically. It selects and sequences appropriate content from 6,000 e-learning courses and 200,000 short-form clips. It eliminates the need for admins to assign courses to learners one by one. Auto learning path by job title - Trend-based Recommendations Surfaces content based on trending search keywords within the organization. With 700+ new courses added annually, recommendation lists auto-update to match trend changes. Admins no longer have to manually select content each month. 700+ new courses added yearly; lists auto-update - Curation Performance Report Use data to see which recommendations drove actual learning. View recommendation click rates, completion rates, and off-season MAU changes on the dashboard. Data from 100+ companies shows that companies supplying content weekly maintained 70-95% MAU. MAU 70-95% with consistent supply AI Auto Learning Path Builder 🔧 Role: Junior Marketer AI-generated learning path 1 Digital Marketing Basics E-learning 8 sessions · Required ↓ 2 Data Analysis Intro E-learning 12 sessions · Recommended ↓ 3 Content Planning Practice 24 short-form clips + 6 e-learning sessions ↓ 4 AI Marketing Tools E-learning 10 sessions · Advanced Enter job title → auto-generated path Organization Trend Keywords AI Tools Data Analysis ESG Leadership DX Transformation Languages This Week's Popular Content 1 Generative AI at Work Guide New · 2,840 views NEW 2 Data Analysis Without Excel New · 1,920 views NEW 3 ESG Fundamentals for Practitioners 1,450 views ↑3 724 Courses added this year 38 Trending keywords Auto List refresh 700+ new courses added yearly; lists auto-update Curation Performance Dashboard 42% Recommendation CTR 78% Recommended content completion 85% Peak season MAU 47% Off-season MAU Curation Response Rate by Department Sales 82% Marketing 76% Dev 58% Weekly+ supply = MAU 70-95% ## Bulk Distribution vs Personalization | Category | Bulk Distribution | AI Curation | | --- | --- | --- | | Content Display | Same list for all employees | Role & history-based personal recommendations | | Motivation | Only log in during mandatory training | Discover interesting content → voluntary access | | Off-season MAU | 5-10% | 30-50% | | Content Consumption | Only complete assigned courses | Short-form → full course connection expands consumption | ### Related Features [AI Assistant](https://www.touchclass.com/en/ai-assistant) [Content Subscription](https://www.touchclass.com/en/content-subscription) [YouTube Curation](https://www.touchclass.com/en/youtube-curation) ## Start personalized learning for everyone. TouchClass AI shows the way. [Book a Free Demo](https://www.touchclass.com/form/contact) ## Related resources - [AI features overview](https://www.touchclass.com/markdown.php/en/ai-features.md): Six AI capabilities — content creation, learning assistant, admin automation, curation, ShortClass, and ReFlash. - [AI Learning Assistant](https://www.touchclass.com/markdown.php/en/ai-assistant.md): An AI chatbot trained on your own training materials; instant answers, no searching. - [AI Admin](https://www.touchclass.com/markdown.php/en/ai-admin.md): Automate LMS administration with smart dashboards, automated reports, and intelligent course management. - [AI ShortClass](https://www.touchclass.com/markdown.php/en/ai-shortclass.md): Auto-convert long videos into 10–60s short-form clips, with keyword-based recommendations and five types of learning analytics. - [ReFlash (Alpha)](https://www.touchclass.com/markdown.php/en/reflash.md): AI training-video authoring in two modes — motion graphics and AI video — from one script. Ten playable samples across five topics, with MP4 export and bulk batches. > Source governance: https://www.touchclass.com/data/source-governance.json · Full LLM context: https://www.touchclass.com/en/llms-full.txt · Structured data: https://www.touchclass.com/data/capability-effects.json, https://www.touchclass.com/data/solution-use-cases.json