feat(i18n): translate B-end and C-end scenario appendices to English

- Translate appendix-industry-scenarios (B-End Industry Applications)
- Translate appendix-c-consumer-scenarios (C-End Consumer Scenarios)
- Update sidebar links to point to English versions
- Fix syntax errors in Vue template data
This commit is contained in:
sanbuphy
2026-02-26 06:05:43 +08:00
parent a40adac683
commit d2809706e5
3 changed files with 1208 additions and 2 deletions
+2 -2
View File
@@ -251,11 +251,11 @@ const productManagerSidebarEn = [
}, },
{ {
text: 'AI Industry Application Scenarios (B-end)', text: 'AI Industry Application Scenarios (B-end)',
link: '/zh-cn/stage-1/appendix-industry-scenarios/' link: '/en/stage-1/appendix-industry-scenarios/'
}, },
{ {
text: 'AI Consumer Scenarios Inspiration (C-end)', text: 'AI Consumer Scenarios Inspiration (C-end)',
link: '/zh-cn/stage-1/appendix-c-consumer-scenarios/' link: '/en/stage-1/appendix-c-consumer-scenarios/'
} }
] ]
}, },
@@ -0,0 +1,570 @@
---
title: 'C-End Consumer Scenario Inspiration Reference'
description: 'This document summarizes creative application directions for LLM large models in C-End consumer scenarios, covering inspiration scenarios in fields such as lifestyle, emotional companionship, entertainment, personal growth, and social interaction, providing reference for AI application developers targeting general consumers.'
---
<script setup>
import { computed, ref } from 'vue'
const duration = 'Approx. <strong>4 hours</strong>'
const vibePoint = ref('')
const feeling = ref('')
const topicPool = {
'lifestyle': [
{ title: 'Morning Ritual Awakening Assistant', desc: 'Generates exclusive morning rituals based on weather, schedule, and mood, making every day start beautifully' },
{ title: 'Solo Living Atmosphere Creator', desc: 'Designs home atmosphere solutions for solo dwellers, smart suggestions for lighting, music, and aromatherapy' },
{ title: 'Weekend Stay-Home Healing Plan Generator', desc: 'Recommends perfect stay-home combinations based on current mood: movies + snacks + atmosphere setup' },
{ title: 'Bedtime Soul-Soothing Radio Station', desc: 'Generates gentle stories and meditation guidance, a private radio station to accompany sleep' },
{ title: 'Life Aesthetics Inspiration Hunter', desc: 'Discovers beauty in everyday moments, generates life aesthetics suggestions and ritual guides' }
],
'emotion': [
{ title: 'Late-Night Tree Hole Listener', desc: '24/7 online emotional trash can, non-judgmentally accepts all worries' },
{ title: 'Heartbreak Healing Companion', desc: 'Provides gentle companionship, healing suggestions, and emotional outlets during heartbreak recovery' },
{ title: 'Anxiety Relief Breathing Coach', desc: 'Perceives anxiety, guides breathing exercises and mindfulness meditation' },
{ title: 'Self-Confidence Rebuilding Mentor', desc: 'Helps rebuild self-identification and sense of worth through positive dialogue and psychological suggestions' },
{ title: 'Emotional Journal Intelligent Interpretation', desc: 'Analyzes emotional journals, discovers patterns, provides warm insights and suggestions' }
],
'entertainment': [
{ title: 'Immersive Script Murder DM', desc: 'Plays the role of a script murder game host, creates suspense atmosphere, drives story forward' },
{ title: 'Open World Game Soul NPC', desc: 'NPCs with flesh and blood, remember player stories, create real emotional bonds' },
{ title: 'Personalized Podcast Content Generation', desc: 'Generates exclusive podcasts based on interests, natural like chatting with friends' },
{ title: 'Virtual Concert Atmosphere Team', desc: 'Creates live atmosphere for online concerts, real-time interaction, support, atmosphere rendering' },
{ title: 'Interactive Novel Co-Creation Partner', desc: 'Co-creates stories with readers, every choice affects the world direction' }
],
'growth': [
{ title: 'Personal Growth Witness', desc: 'Records growth trajectory, provides encouragement and review at important moments' },
{ title: 'Habit Formation Gamified Coach', desc: 'Transforms boring habit formation into interesting adventure games' },
{ title: 'Skill Learning Partner Matching', desc: 'Finds like-minded study partners, mutually encouraging, sharing progress' },
{ title: 'Daily Little Happiness Discoverer', desc: 'Helps discover small beauties in life, cultivates gratitude and positive mindset' },
{ title: 'Life Simulation Experience Device', desc: 'Simulates different life choices, experiences parallel universe possibilities' }
],
'social': [
{ title: 'Ice-Breaking Topic Generator', desc: 'Provides interesting topics in social situations, breaks awkwardness, draws closer' },
{ title: 'Moments Copywriting Atmosphere Artist', desc: 'Generates stylish Moments captions based on photos and mood' },
{ title: 'Date Atmosphere Planner', desc: 'Designs complete atmosphere solutions for dates, from location to topics to surprises' },
{ title: 'Remote Party Atmosphere Leader', desc: 'Liven up atmosphere in online gatherings, organize games, guide interactions' },
{ title: 'Social Energy Management Assistant', desc: 'Helps introverts manage social energy, find comfortable social rhythm' },
],
'creative': [
{ title: 'Inspiration Burnout First Aid Kit', desc: 'Provides unexpected inspiration sparks during creative bottlenecks' },
{ title: 'Personal Style Exploration Guide', desc: 'Helps discover unique personal style, from fashion to expression' },
{ title: 'Journal & Diary Aesthetics Consultant', desc: 'Provides layout, color matching, content creation suggestions for journals' },
{ title: 'Photography Composition Atmosphere Guide', desc: 'Provides photography and editing suggestions based on scene and desired mood' },
{ title: 'Music Mood Matcher', desc: 'Recommends perfect music combinations based on current mood and scenario' }
],
'travel': [
{ title: 'City Walk Exploration Guide', desc: 'Explores the city like a local, discovers hidden gem locations' },
{ title: 'Travel Mood Journal Generation', desc: 'Transforms travel photos and moods into beautiful travel journals and memories' },
{ title: 'Solo Travel Companion Assistant', desc: 'Provides companionship, suggestions, and safety for solo travelers' },
{ title: 'Destination Atmosphere Preview', desc: 'Immersively experience destination atmosphere before departure, get in the mood early' },
{ title: 'Travel Photography Atmosphere Guidance', desc: 'Guides taking storytelling travel photos based on scene and lighting' }
],
'health': [
{ title: 'Exercise Motivation Awakener', desc: 'Provides just-right encouragement and motivation when not wanting to exercise' },
{ title: 'Healthy Diet Inspiration Kitchen', desc: 'Generates healing healthy recipes based on mood and ingredients' },
{ title: 'Sleep Quality Optimization Atmosphere Artist', desc: 'Creates quality sleep atmosphere from environment to psychology' },
{ title: 'Body Perception Guide', desc: 'Guides attention to body signals, builds mind-body connection' },
{ title: 'Self-Care Reminder Assistant', desc: 'Reminds you to stop and care for yourself amid busyness' }
],
'learning': [
{ title: 'Knowledge Exploration Gamified Guide', desc: 'Transforms boring knowledge learning into interesting exploration adventures' },
{ title: 'Language Learning Scenario Partner', desc: 'Plays different roles, naturally acquires language through scenario dialogue' },
{ title: 'Curiosity Satisfaction Assistant', desc: 'Answers all kinds of whimsical thoughts, satisfies curiosity about the world' },
{ title: 'Book Notes Inspiration Stimulation', desc: 'Helps organize reading insights, discovers new thinking angles' },
{ title: 'Knowledge Sharing Atmosphere Creation', desc: 'Transforms learned knowledge into interesting sharing content' }
],
'relationship': [
{ title: 'Intimate Relationship Communication Coach', desc: 'Helps express hard-to-speak emotions, improves intimate relationships' },
{ title: 'Family Care Reminder Assistant', desc: 'Reminds you to care for family, provides warm interaction suggestions' },
{ title: 'Friendship Maintenance Atmosphere Artist', desc: 'Helps maintain long-distance friendships, creates common topics' },
{ title: 'Confession & Surprise Planner', desc: 'Plans unforgettable surprises and romantic moments for important people' },
{ title: 'Conflict De-escalation Atmosphere Guidance', desc: 'Provides suggestions and scripts for de-escalating tense relationships' }
],
'pet': [
{ title: 'Pet Humanized Diary', desc: 'Generates diaries from pets perspective, recording warm daily moments with owners' },
{ title: 'Pet Behavior Interpreter', desc: 'Interprets pet body language, deepens connection with pets' },
{ title: 'Pet Companion Time Planner', desc: 'Designs creative activities for pet interaction, enhances bond' },
{ title: 'Pet Memorial Story Generation', desc: 'Transforms pet photos and memories into warm stories' },
{ title: 'New Pet Owner Comfort Guide', desc: 'Provides warm companionship and guidance for new pet owners' }
],
'finance': [
{ title: 'Consumption Emotion Awareness Assistant', desc: 'Awareness of emotions behind impulse buying, builds healthy consumption view' },
{ title: 'Savings Goal Visualization Incentive', desc: 'Transforms savings goals into visualized dream progress' },
{ title: 'Fun Finance Learning', desc: 'Learn financial knowledge in a fun and interesting way' },
{ title: 'Financial Anxiety Soothing Specialist', desc: 'Provides emotional support and practical suggestions when facing financial stress' },
{ title: 'Small Investment Experience Game', desc: 'Experience investment through gamification, lower entry barriers' }
],
'career': [
{ title: 'Career Confusion Companion', desc: 'Provides listening, exploration, and direction suggestions during career confusion' },
{ title: 'Work Achievement Awakening Specialist', desc: 'Helps discover value and meaning in work, rekindle passion' },
{ title: 'Workplace Social Atmosphere Assistant', desc: 'Provides relaxed topics and interaction suggestions for workplace socializing' },
{ title: 'Side Hustle Inspiration Generator', desc: 'Inspires side business ideas based on personal interests and skills' },
{ title: 'Pre-Interview Confidence Fuel Station', desc: 'Provides psychological preparation and confidence encouragement before interviews' }
],
'home': [
{ title: 'Home Space Atmosphere Designer', desc: 'Designs home atmosphere solutions based on mood and season' },
{ title: 'Seasonal Home Change Guide', desc: 'Changes home decor with seasons, maintains freshness' },
{ title: 'Small Space Magic', desc: 'Makes small spaces comfortable and cozy' },
{ title: 'Home Ritual Creator', desc: 'Creates rituals for everyday home activities' },
{ title: 'Decluttering Psychological Companion', desc: 'Provides psychological support and decision suggestions during organizing' }
],
'food': [
{ title: 'One-Person Healing Cuisine', desc: 'Designs simple healing cuisine solutions for solo dwellers' },
{ title: 'Festival Table Atmosphere Design', desc: 'Designs ritualistic table settings for special occasions' },
{ title: 'Cooking Mood Matcher', desc: 'Recommends suitable food and cooking methods based on current mood' },
{ title: 'Kitchen Beginner Confidence Building', desc: 'Provides warm encouragement and simple recipes for zero-basis cooks' },
{ title: 'Food Photography Atmosphere Guide', desc: 'Makes home-cooked food look enticing with atmosphere' }
],
'fashion': [
{ title: 'Today\'s Outfit Mood Board', desc: 'Generates outfit inspiration based on weather, occasion, mood' },
{ title: 'Capsule Wardrobe Stylist', desc: 'Creates endless combinations from limited pieces' },
{ title: 'Personal Style Exploration Journey', desc: 'Helps discover and build unique personal style' },
{ title: 'Old Clothes New Wear Creative Specialist', desc: 'Provides new styling inspiration for old clothes' },
{ title: 'Special Occasion Styling Consultant', desc: 'Designs confident looks for important occasions' }
]
}
const recommendationMap = {
'healing': {
'relax': ['emotion', 'lifestyle', 'health', 'home'],
'inspire': ['creative', 'growth', 'learning', 'entertainment'],
'connect': ['relationship', 'social', 'pet', 'emotion'],
'escape': ['travel', 'entertainment', 'creative', 'lifestyle']
},
'growth': {
'relax': ['growth', 'learning', 'creative', 'health'],
'inspire': ['career', 'learning', 'creative', 'growth'],
'connect': ['social', 'relationship', 'career', 'learning'],
'escape': ['travel', 'entertainment', 'creative', 'lifestyle']
},
'social': {
'relax': ['social', 'pet', 'food', 'home'],
'inspire': ['social', 'creative', 'entertainment', 'travel'],
'connect': ['relationship', 'social', 'pet', 'travel'],
'escape': ['social', 'travel', 'entertainment', 'creative']
},
'explore': {
'relax': ['travel', 'creative', 'lifestyle', 'food'],
'inspire': ['travel', 'creative', 'learning', 'entertainment'],
'connect': ['travel', 'social', 'relationship', 'pet'],
'escape': ['travel', 'entertainment', 'creative', 'lifestyle']
},
'daily': {
'relax': ['lifestyle', 'home', 'health', 'emotion'],
'inspire': ['creative', 'food', 'fashion', 'home'],
'connect': ['relationship', 'social', 'pet', 'lifestyle'],
'escape': ['entertainment', 'creative', 'travel', 'lifestyle']
}
}
const vibeOptions = [
{ label: 'Healing Type', value: 'healing', desc: 'Warm, soothing, therapeutic' },
{ label: 'Growth Type', value: 'growth', desc: 'Progress, breakthrough, transformation' },
{ label: 'Social Type', value: 'social', desc: 'Connection, sharing, interaction' },
{ label: 'Explore Type', value: 'explore', desc: 'Curiosity, adventure, discovery' },
{ label: 'Daily Type', value: 'daily', desc: 'Ordinary, authentic, present' }
]
const feelingOptions = [
{ label: 'Want to Relax', value: 'relax', desc: 'Relieve pressure, clear mind' },
{ label: 'Seek Inspiration', value: 'inspire', desc: 'Spark creativity, gain insight' },
{ label: 'Craving Connection', value: 'connect', desc: 'Connect with others, emotional resonance' },
{ label: 'Temporary Escape', value: 'escape', desc: 'Escape reality, immersive experience' }
]
const scenarios = [
{ key: 'lifestyle', name: 'Lifestyle', anchor: '#_1-lifestyle' },
{ key: 'emotion', name: 'Emotional Companionship', anchor: '#_2-emotional-companionship' },
{ key: 'entertainment', name: 'Entertainment & Leisure', anchor: '#_3-entertainment-leisure' },
{ key: 'growth', name: 'Personal Growth', anchor: '#_4-personal-growth' },
{ key: 'social', name: 'Social Interaction', anchor: '#_5-social-interaction' },
{ key: 'creative', name: 'Creative Expression', anchor: '#_6-creative-expression' },
{ key: 'travel', name: 'Travel Exploration', anchor: '#_7-travel-exploration' },
{ key: 'health', name: 'Physical & Mental Health', anchor: '#_8-physical-mental-health' },
{ key: 'learning', name: 'Knowledge Exploration', anchor: '#_9-knowledge-exploration' },
{ key: 'relationship', name: 'Relationship Management', anchor: '#_10-relationship-management' },
{ key: 'pet', name: 'Pet Companionship', anchor: '#_11-pet-companionship' },
{ key: 'finance', name: 'Financial Health', anchor: '#_12-financial-health' },
{ key: 'career', name: 'Career Development', anchor: '#_13-career-development' },
{ key: 'home', name: 'Home Space', anchor: '#_14-home-space' },
{ key: 'food', name: 'Food & Cooking', anchor: '#_15-food-cooking' },
{ key: 'fashion', name: 'Fashion & Style', anchor: '#_16-fashion-style' }
]
const recommendationTopics = computed(() => {
if (!vibePoint.value || !feeling.value) return []
const keys = recommendationMap[vibePoint.value]?.[feeling.value] || []
const topics = []
keys.forEach(key => {
const scenario = scenarios.find(item => item.key === key)
const scenarioTopics = topicPool[key] || []
if (scenario && scenarioTopics.length > 0) {
const count = Math.floor(Math.random() * 2) + 1
const shuffled = [...scenarioTopics].sort(() => Math.random() - 0.5)
const selected = shuffled.slice(0, Math.min(count, shuffled.length))
selected.forEach(topic => {
topics.push({
...topic,
scenarioKey: key,
scenarioName: scenario.name,
scenarioAnchor: scenario.anchor
})
})
}
})
return topics.sort(() => Math.random() - 0.5).slice(0, 8)
})
const currentSelection = computed(() => {
const vibe = vibeOptions.find(v => v.value === vibePoint.value)
const feel = feelingOptions.find(f => f.value === feeling.value)
return {
vibe: vibe?.label || '',
feeling: feel?.label || ''
}
})
const scrollToAnchor = (anchor) => {
setTimeout(() => {
let element = document.querySelector(anchor)
if (!element) {
const altAnchor = anchor.replace('#_', '#')
element = document.querySelector(altAnchor)
}
if (!element) {
const anchorText = decodeURIComponent(anchor.replace('#', '').replace(/^_/, ''))
const headings = document.querySelectorAll('h2, h3')
for (let heading of headings) {
const headingText = heading.textContent.trim()
const cleanHeading = headingText.replace(/^\d+\.\s*/, '')
if (cleanHeading === anchorText || headingText.includes(anchorText)) {
element = heading
break
}
}
}
if (element) {
element.scrollIntoView({
behavior: 'smooth',
block: 'start'
})
element.style.backgroundColor = '#f0f9ff'
element.style.transition = 'background-color 0.3s'
element.style.padding = '8px'
element.style.borderRadius = '4px'
setTimeout(() => {
element.style.backgroundColor = ''
element.style.padding = ''
}, 2000)
}
}, 100)
}
const resetSelection = () => {
vibePoint.value = ''
feeling.value = ''
}
</script>
# C-End Consumer Scenario Inspiration Reference
## Chapter Overview
<ChapterIntroduction :duration="duration" :tags="['C-End Applications', 'Consumer Scenarios', 'AI Inspiration', 'Creative Applications', 'Lifestyle']" coreOutput="Understand 15+ C-End consumer scenario directions" expectedOutput="Find project directions suitable for individual consumers">
This document summarizes **LLM large model creative applications in C-End consumer scenarios**. Different from B-End which focuses on efficiency and cost reduction, C-End products place greater emphasis on **emotional value, personal experience, and psychological satisfaction**. Each scenario focuses on creating **"feelings" and "atmosphere"**, suitable for AI application developers targeting individual consumers.
</ChapterIntroduction>
## Vibe Direction Quick Selection
<el-card shadow="hover" style="margin-top: 16px; margin-bottom: 24px; border-left: 5px solid #E6A23C;">
<div style="font-weight: 600; margin-bottom: 8px;">Find the scenario that resonates with you</div>
<div style="color: #606266; font-size: 14px; line-height: 1.6; margin-bottom: 12px;">
Select your desired vibe and feeling, the system will recommend related scenarios. Click on tags to jump to corresponding chapters.
</div>
<el-row :gutter="16">
<el-col :span="12">
<el-select v-model="vibePoint" placeholder="Select vibe type" style="width: 100%;">
<el-option
v-for="item in vibeOptions"
:key="item.value"
:label="item.label"
:value="item.value"
>
<div style="font-weight: 500;">{{ item.label }}</div>
<div style="font-size: 12px; color: #909399;">{{ item.desc }}</div>
</el-option>
</el-select>
</el-col>
<el-col :span="12">
<el-select v-model="feeling" placeholder="Select feeling" style="width: 100%;">
<el-option
v-for="item in feelingOptions"
:key="item.value"
:label="item.label"
:value="item.value"
>
<div style="font-weight: 500;">{{ item.label }}</div>
<div style="font-size: 12px; color: #909399;">{{ item.desc }}</div>
</el-option>
</el-select>
</el-col>
</el-row>
<div v-if="recommendationTopics.length > 0" style="margin-top: 16px;">
<div style="font-weight: 600; margin-bottom: 12px; color: #E6A23C;">
Recommended {{ currentSelection.vibe }} × {{ currentSelection.feeling }} scenarios:
</div>
<div style="display: flex; flex-wrap: wrap; gap: 8px;">
<el-tag
v-for="topic in recommendationTopics"
:key="topic.title"
type="warning"
effect="light"
style="cursor: pointer; margin-bottom: 4px;"
@click="scrollToAnchor(topic.scenarioAnchor)"
>
{{ topic.title }}
</el-tag>
</div>
<el-button type="text" size="small" @click="resetSelection" style="margin-top: 8px;">
Reset Selection
</el-button>
</div>
</el-card>
---
## 1. Lifestyle
> 💡 **Core Concept**: Infusing everyday life with meaning and aesthetics
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Morning Ritual Awakening | Generates exclusive morning rituals based on weather, schedule, and mood |
| 2 | Solo Living Atmosphere Creator | Designs home atmosphere with smart lighting, music, and aromatherapy |
| 3 | Weekend Stay-Home Healing Plan | Recommends perfect combinations of movies, snacks, and atmosphere |
| 4 | Bedtime Soul-Soothing Radio | Generates gentle stories and meditation for sleep |
| 5 | Life Aesthetics Inspiration | Discovers beauty in everyday moments |
---
## 2. Emotional Companionship
> 💡 **Core Concept**: Providing 24/7 emotional support and psychological companionship
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Late-Night Tree Hole Listener | Non-judgmental emotional support anytime |
| 2 | Heartbreak Healing Companion | Gentle companionship during recovery |
| 3 | Anxiety Relief Breathing Coach | Guides breathing and mindfulness |
| 4 | Self-Confidence Rebuilding | Positive dialogue to rebuild self-worth |
| 5 | Emotional Journal Interpreter | Analyzes patterns and provides insights |
---
## 3. Entertainment & Leisure
> 💡 **Core Concept**: Creating immersive entertainment experiences
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Script Murder DM | Hosts immersive mystery games |
| 2 | Game Soul NPC | Characters with memory and personality |
| 3 | Personalized Podcast | Generates content matching interests |
| 4 | Virtual Concert Atmosphere | Creates live experiences online |
| 5 | Interactive Novel Co-Creation | Stories that evolve with choices |
---
## 4. Personal Growth
> 💡 **Core Concept**: Making self-improvement engaging and rewarding
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Growth Witness | Records and celebrates progress |
| 2 | Gamified Habit Coach | Turns habits into adventures |
| 3 | Learning Partner Matching | Finds accountability buddies |
| 4 | Daily Happiness Discoverer | Finds joy in small moments |
| 5 | Life Simulation | Explores alternate life paths |
---
## 5. Social Interaction
> 💡 **Core Concept**: Making social connections easier and more meaningful
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Ice-Breaking Generator | Provides conversation starters |
| 2 | Moments Copywriting | Creates perfect social posts |
| 3 | Date Planner | Designs romantic experiences |
| 4 | Online Party Host | Liven up virtual gatherings |
| 5 | Social Energy Manager | Helps introverts navigate social life |
---
## 6. Creative Expression
> 💡 **Core Concept**: Unlocking creative potential
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Inspiration First Aid | Sparks ideas when blocked |
| 2 | Style Explorer | Discovers personal aesthetic |
| 3 | Journal Aesthetics | Creative journaling guidance |
| 4 | Photo Atmosphere Guide | Composes perfect shots |
| 5 | Music Mood Matcher | Perfect playlists for moments |
---
## 7. Travel Exploration
> 💡 **Core Concept**: Making every journey meaningful
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | City Walk Guide | Local-hidden gems discovery |
| 2 | Travel Journal Generator | Transforms photos to stories |
| 3 | Solo Travel Companion | Safety and companionship |
| 4 | Destination Preview | Pre-trip immersion |
| 5 | Travel Photography | Story-telling photo guidance |
---
## 8. Physical & Mental Health
> 💡 **Core Concept**: Holistic well-being support
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Exercise Motivation | Encouragement when needed |
| 2 | Healing Kitchen | Mood-based healthy recipes |
| 3 | Sleep Atmosphere | Environment for quality rest |
| 4 | Body Awareness | Mind-body connection |
| 5 | Self-Care Reminder | Gentle prompts to pause |
---
## 9. Knowledge Exploration
> 💡 **Core Concept**: Making learning delightful
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Knowledge Adventure | Gamified learning journeys |
| 2 | Language Partner | Immersive conversation practice |
| 3 | Curiosity Satisfier | Answers wonders big and small |
| 4 | Book Insights | Deeper understanding of reads |
| 5 | Knowledge Share Prep | Turns learning into teaching |
---
## 10. Relationship Management
> 💡 **Core Concept**: Deepening human connections
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Communication Coach | Helps express deep feelings |
| 2 | Family Care Tips | Timely reminders to connect |
| 3 | Friendship Keeper | Maintains long-distance bonds |
| 4 | Surprise Planner | Creates memorable moments |
| 5 | Conflict De-escalator | Peace-making suggestions |
---
## 11. Pet Companionship
> 💡 **Core Concept**: Enriching the bond with pets
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Pet Diary | Adorable pet-perspective stories |
| 2 | Behavior Interpreter | Understanding pet language |
| 3 | Playtime Planner | Creative bonding activities |
| 4 | Pet Memorial | Cherishing memories forever |
| 5 | New Owner Guide | First-time parent support |
---
## 12. Financial Health
> 💡 **Core Concept**: Building healthy money mindsets
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Spending Emotion Audit | Understands spending triggers |
| 2 | Savings Visualization | Dreams become concrete goals |
| 3 | Fun Finance | Learning money skills playfully |
| 4 | Money Anxiety Soother | Emotional support for finances |
| 5 | Investment Game | Risk-free practice investing |
---
## 13. Career Development
> 💡 **Core Concept**: Navigating professional journeys
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Career Confidant | Exploration during uncertainty |
| 2 | Achievement Rekindler | Finds meaning in work |
| 3 | Workplace Social Guide | Networking made comfortable |
| 4 | Side Hustle Spark | Ideation for extra income |
| 5 | Interview Confidence | Pre-game mental prep |
---
## 14. Home Space
> 💡 **Core Concept**: Creating sanctuaries
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Atmosphere Designer | Mood-matching environments |
| 2 | Seasonal Updates | Fresh looks through the year |
| 3 | Small Space Magic | Cozy compact living |
| 4 | Ritual Creator | Meaning in daily routines |
| 5 | Declutter Support | Emotional organizing help |
---
## 15. Food & Cooking
> 💡 **Core Concept**: Culinary joy for everyone
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Solo Healing Meals | Simple comfort food for one |
| 2 | Festive Tables | Special occasion presentations |
| 3 | Mood Menu | Food matching feelings |
| 4 | Beginner Confidence | Kitchen courage building |
| 5 | Food Photography | Instagram-worthy plates |
---
## 16. Fashion & Style
> 💡 **Core Concept**: Expressing identity through appearance
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Outfit Mood Board | Daily inspiration picker |
| 2 | Capsule Wardrobe | More from less |
| 3 | Style Journey | Personal brand discovery |
| 4 | Old Favorites Refresh | New life for old pieces |
| 5 | Occasion Stylist | Perfect looks for events |
@@ -0,0 +1,636 @@
---
title: 'B-End Industry Application Scenario Reference'
description: 'This document summarizes the落地 applications of LLM large models in B-End enterprise scenarios, including specific application directions in industries such as manufacturing, intelligent customer service, education, intelligent programming, healthcare, network security, financial management, and enterprise services, providing reference for AI application developers targeting enterprise customers.'
---
<script setup>
import { computed, ref } from 'vue'
const duration = 'Approx. <strong>6 hours</strong>'
const interestPoint = ref('')
const purpose = ref('')
const topicPool = {
'manufacturing': [
{ title: 'AI-Assisted Design Platform for New Energy Bus Exterior', desc: 'Image generation model-based exterior concept design' },
{ title: 'Intelligent Drawing Design & Review Assistant', desc: 'Build enterprise design specification knowledge base using RAG technology' },
{ title: 'Automatic Technical Documentation Generation & Management', desc: 'Auto-generate product specifications and operation manuals based on LLM' },
{ title: 'Production Equipment Inspection Report Auto-Generation Assistant', desc: 'Voice description of equipment status, structured inspection report generation' },
{ title: 'Industrial Equipment Fault Diagnosis Q&A Assistant', desc: 'Build vector knowledge base from historical fault cases' }
],
'customer-service': [
{ title: 'Multi-Channel Intelligent Customer Service Auto-Reply & Ticket Generation System', desc: 'Connect multi-channel messages, LLM understands intent and generates responses' },
{ title: 'Potential Customer Mining & Follow-up Suggestion Assistant', desc: 'Analyze historical conversation records, identify high-intent customers' },
{ title: 'Enterprise Internal Knowledge Intelligent Retrieval & Q&A Butler', desc: 'Build vector knowledge base from internal documents' },
{ title: 'Customer Service Conversation Smart Summary & Ticket Generation Tool', desc: 'Auto-generate conversation summaries and extract key information' },
{ title: 'Golden Script Recommendation Knowledge Base System for Customer Service', desc: 'Analyze excellent cases, extract golden script templates' }
],
'education': [
{ title: 'Personalized Language Learning Path Planning & Intelligent Tutoring System', desc: 'Assess learner level, plan daily learning tasks' },
{ title: 'Lesson Plan Auto-Writing & Teaching Resource Push Platform', desc: 'Generate lesson plan framework based on course outline' },
{ title: 'Homework Auto-Grading & Learning Diagnosis Analysis System', desc: 'Auto-grade subjective questions and generate grading suggestions' },
{ title: 'Job Competency Model Construction & Learning Map', desc: 'Analyze job JD to extract capability requirements' },
{ title: 'Foreign Language One-on-One Scenario-Based Practical Practice', desc: 'LLM plays different roles for oral dialogue practice' }
],
'programming': [
{ title: 'Intelligent Code Completion & Bug Auto-Fix Assistant', desc: 'IDE plugin provides real-time code completion suggestions' },
{ title: 'Low-Code Application Building & Process Automation Platform', desc: 'Natural language requirements converted to low-code configuration' },
{ title: 'Unit Test Case Generation System', desc: 'AST parses source code, generates boundary condition test cases' },
{ title: 'Code Intelligent Analysis & Language Migration Tool', desc: 'Analyze code quality and provide optimization suggestions' },
{ title: 'Frontend UI Code Auto-Generation Tool', desc: 'Design draft image recognition, generate responsive CSS' }
],
'healthcare': [
{ title: 'Medical Test Report Intelligent Interpretation Assistant', desc: 'OCR recognizes key indicators, interpret abnormal values' },
{ title: 'Knowledge Retrieval-Based Health Consultation Expert', desc: 'Build medical knowledge graph, RAG retrieval for answers' },
{ title: 'Clinical Research Data Decision Analysis Platform', desc: 'Integrate EMR data, assist generating statistical analysis code' },
{ title: 'Medical Imaging Report Auto-Generation Tool', desc: 'Describe imaging features, auto-generate structured reports' },
{ title: 'Chronic Disease Management Medication Reminder Intelligent Assistant', desc: 'Generate personalized medication reminders, support contraindication checks' }
],
'security': [
{ title: 'Code Security Vulnerability Detection & Fix Engine', desc: 'SAST scans code, analyzes vulnerability principles' },
{ title: 'AI-Generated Phishing Email Intelligent Identification & Blocking System', desc: 'Analyze email content, identify AI-generated phishing emails' },
{ title: 'Security Operations Daily Report Auto-Generation Assistant', desc: 'Log aggregation, auto-extract key events' },
{ title: 'Penetration Test Report Intelligent Generation Assistant', desc: 'Auto-generate reports from vulnerability descriptions' },
{ title: 'Threat Intelligence Intelligent Query & Analysis Assistant', desc: 'Connect multi-source threat intelligence, interpret intelligence content' }
],
'finance': [
{ title: 'Credit Due Diligence Report Intelligent Generation Assistant', desc: 'Input financial data, auto-generate credit due diligence report' },
{ title: 'Private Bank Wealth Management Intelligent Advisor', desc: 'Analyze client risk preference, generate asset allocation suggestions' },
{ title: 'IPO Prospectus Intelligent Generation & Compliance Verification Assistant', desc: 'Modular templates, auto-fill business descriptions' },
{ title: 'Enterprise Financial Report Auto-Generation & Business Anomaly Early Warning System', desc: 'Auto-generate financial analysis and management discussion' },
{ title: 'Insurance Agent Intelligent Script Practice Coach', desc: 'Simulate dialogue, evaluate script compliance and persuasiveness' }
],
'enterprise': [
{ title: 'Enterprise Contract Full Lifecycle Compliance Review & Modification Suggestion Platform', desc: 'Compare clauses with regulation database, generate compliance review report' },
{ title: 'Sales Conversation Speech-to-Text & Script Recommendation', desc: 'ASR transcription, analyze conversation and recommend golden scripts' },
{ title: 'Marketing Content Intelligent Generation & Design System', desc: 'Generate marketing copy and selling point extraction' },
{ title: 'Competitor Ad Placement Analysis Platform', desc: 'Collect competitor ads, analyze placement strategies' },
{ title: 'Network-Wide Hot Topic Intelligent Analysis & Content Recommendation System', desc: 'Analyze hot trends and recommend topic angles' }
],
'content': [
{ title: 'Film & Novel Content Creation Assistance Platform', desc: 'Provide story outlines, character settings, dialogue generation' },
{ title: 'Enterprise Brand Story & PR Soft Article Intelligent Writing Assistant', desc: 'Input brand keywords, generate multi-style copy' },
{ title: 'Virtual Digital Human Live Streaming Interaction & Streaming Management System', desc: 'Digital human + TTS voice + LLM dialogue' },
{ title: 'Short Video Script Generation & Intelligent Editing', desc: 'Generate short video scripts and storyboards' },
{ title: 'Marketing Content Intelligent Generation & Design System', desc: 'Generate marketing copy and selling point extraction' }
],
'government': [
{ title: '12345 Government Service Hotline Intelligent Voice Navigation & Auto-Dispatch System', desc: 'Speech recognition, understand requests and intelligently dispatch' },
{ title: 'Government Service Hall Intelligent Guidance & Policy Q&A Robot', desc: 'Government knowledge base RAG retrieval' },
{ title: 'Enterprise Policy Intelligent Matching & Precision Push Platform', desc: 'Enterprise profile auto-match applicable policies' },
{ title: 'Administrative Approval Materials Intelligent Pre-Review & Compliance Verification Assistant', desc: 'OCR recognition and key information extraction' },
{ title: 'City Grid Event Intelligent Identification & Dispatch Management Platform', desc: 'Identify event types and dispatch' }
],
'legal': [
{ title: 'Contract Risk Vulnerability One-Click "Bug Hunter" Agent', desc: 'Identify potential issues against risk checklist' },
{ title: 'Similar Case Win Rate AI Intelligent Assessment Consultant', desc: 'Case feature extraction, similar case retrieval matching' },
{ title: 'Legal Regulation Change Real-Time Monitoring & Business Impact Analysis Radar', desc: 'Parse change content and assess business impact' },
{ title: 'Legal Letter AIGC Auto-Drafting Tool', desc: 'Input factual statements, generate standard legal letters' },
{ title: 'Complex Legal Terms "Translation" to Plain Language Explanation Plugin', desc: 'Generate easy-to-understand explanations' }
],
'travel': [
{ title: 'AIGC-Based Lazy Travel Guide Generator', desc: 'Generate daily itinerary arrangements' },
{ title: 'Network-Wide Flight & Hotel Price Trend Prediction & Low-Price Auto-Lock Robot', desc: 'ML model predicts price trends' },
{ title: 'Visa Materials Intelligent Pre-Review & Auto-Fill Form Assistant', desc: 'OCR recognize information completeness check' },
{ title: 'Outbound Travel Real-Time Voice Translation & Menu Visual Translation Butler', desc: 'Offline voice translation, menu image OCR' },
{ title: 'Travel Footprint Auto-Generate Beautiful Travel Notes & Social Copy Assistant', desc: 'Photo information extraction, generate travel note copy' }
],
'emotion': [
{ title: 'LLM-Based 24-Hour Deep Companion Virtual Partner', desc: 'Memory system stores conversation history' },
{ title: 'Multimodal Emotion Recognition & Psychological Counseling AI Consultant', desc: 'Voice tone analysis + text emotion recognition' },
{ title: 'Alzheimer Elderly AI Cognitive Training & Memory Wake-Up Digital Human', desc: 'Cognitive game training, old photos trigger memory' },
{ title: 'AIGC Simulated Social Practice Coach for Social Anxiety People', desc: 'Virtual social scenario simulation' },
{ title: 'All-Day Mood Monitoring & AI Positive Emotion Incentive Assistant', desc: 'Analyze mood trends and generate incentive content' }
],
'entertainment': [
{ title: 'LLM-Driven Open World Game NPC Autonomous Decision Engine', desc: 'NPC behavior tree fused with LLM decisions' },
{ title: 'Immersive Script Murder AIGC Story Deduction & DM Control Assistance Tool', desc: 'Player choices trigger story branches' },
{ title: 'Interactive Novel Ending Generative Modifier', desc: 'Reader choices affect story direction' },
{ title: 'Esports Game CV Visual Analysis & AI Intelligent Commentator', desc: 'Real-time game footage analysis' },
{ title: 'Multi-Role TTS Voice Synthesis Audiobook Auto-Generation System', desc: 'Text role allocation, personalized voice generation' }
],
'ecommerce': [
{ title: 'High Conversion AIGC Product Detail Page Batch Production Tool', desc: 'Generate selling point copy and scene descriptions' },
{ title: 'Clothing Virtual Model AI Intelligent Try-On & Display Video Generation Factory', desc: 'Virtual model try-on effect generation' },
{ title: 'Cross-Border Ecommerce Multi-Language LLM Localization Translation & Polishing Assistant', desc: 'Product description multi-language translation' },
{ title: '24/7 AIGC Digital Human Live Streaming Sales System', desc: 'Digital human + real-time script generation' },
{ title: 'Market Trend AI Insight & Hit Product Prediction Engine', desc: 'Insight trend hotspots, product selection suggestions' }
],
'energy': [
{ title: 'Household Electricity Behavior AI Analysis & Energy Saving Strategy Consultant', desc: 'Electricity usage pattern analysis, generate energy saving suggestions' },
{ title: 'Photovoltaic Component Defect Drone CV Visual Recognition System', desc: 'Drone inspection shooting, thermal infrared image analysis' },
{ title: 'Electricity Spot Trading Price AI Trend Prediction & Auto-Profit Strategy Agent', desc: 'Price prediction model, strategy generation' },
{ title: 'Enterprise Full-Link Carbon Emission AI Auto-Calculation & ESG Report Generation Assistant', desc: 'Carbon emission factor calculation, ESG report generation' },
{ title: 'Power Grid Extreme Weather Load AI Prediction & Emergency Dispatch Command System', desc: 'Load prediction model, dispatch strategy generation' }
],
'av-media': [
{ title: 'Long Video Highlight AI Identification & Short Video Auto-Clipping Tool', desc: 'Video content analysis, keyframe recognition' },
{ title: 'Video Background Noise AI Intelligent Separation & Voice Enhancement Assistant', desc: 'Audio separation model, remove background noise' },
{ title: 'Old Image 4K Super-Resolution Repair & AI Intelligent Colorization Workstation', desc: 'Video super-resolution model, AI auto-colorization' },
{ title: 'Text to Realistic TTS Voice & Emotion Control System', desc: 'Multi-voice TTS model, emotion control' },
{ title: 'Meeting Recording AI Intelligent Transcription & Core TODO Extraction Assistant', desc: 'Multi-person meeting voice separation transcription' }
],
'ai-marketing': [
{ title: 'Xiaohongshu Hit Copy AIGC Auto-Writing Engine', desc: 'Generate planting copy, emoji optimization' },
{ title: 'Marketing Poster AI Intelligent Layout & Multi-Size Adaptation Tool', desc: 'Poster template intelligent matching' },
{ title: 'Brand LOGO Creative AIGC Generation & VI System Building Platform', desc: 'LOGO creative generation, VI specification generation' },
{ title: 'Network-Wide Hot Topic AI Tracking & Trend Marketing Creative Generation Assistant', desc: 'Analyze marketing angles, creative solution generation' },
{ title: 'Short Video Script Creative AIGC Generation & Storyboard Guidance Assistant', desc: 'Script and storyboard generation, shooting suggestions' }
],
'data-intelligence': [
{ title: 'Natural Language to SQL Statement Auto-Generation Tool', desc: 'Natural language query converted to SQL' },
{ title: 'Enterprise Data Asset Catalog Intelligent Inventory & Classification System', desc: 'Metadata collection, auto-classification' },
{ title: 'Data Quality Anomaly Auto-Detection & Repair Suggestion Engine', desc: 'Rule engine + ML model detect anomalies' },
{ title: 'Intelligent Report Generation & Visualization Configuration Assistant', desc: 'Conversational report configuration generation' },
{ title: 'Data Metric Definition Intelligent Q&A Assistant', desc: 'Build knowledge base from metric definition documents' }
]
}
const recommendationMap = {
'creative-content': {
'increase-efficiency': ['content', 'av-media', 'ai-marketing', 'entertainment'],
'reduce-cost': ['content', 'ecommerce', 'ai-marketing'],
'improve-experience': ['entertainment', 'emotion', 'travel', 'content'],
'innovate-business': ['ai-marketing', 'content', 'av-media', 'entertainment']
},
'tech-service': {
'increase-efficiency': ['programming', 'enterprise', 'data-intelligence', 'customer-service'],
'reduce-cost': ['programming', 'enterprise', 'manufacturing'],
'improve-experience': ['customer-service', 'enterprise', 'programming'],
'innovate-business': ['data-intelligence', 'programming', 'security', 'enterprise']
},
'data-intel': {
'increase-efficiency': ['data-intelligence', 'finance', 'enterprise', 'manufacturing'],
'reduce-cost': ['data-intelligence', 'manufacturing', 'energy'],
'improve-experience': ['data-intelligence', 'customer-service', 'ecommerce'],
'innovate-business': ['data-intelligence', 'finance', 'security', 'ai-marketing']
},
'user-service': {
'increase-efficiency': ['customer-service', 'ecommerce', 'travel', 'enterprise'],
'reduce-cost': ['customer-service', 'ecommerce', 'enterprise'],
'improve-experience': ['customer-service', 'emotion', 'travel', 'ecommerce', 'entertainment'],
'innovate-business': ['ecommerce', 'travel', 'emotion', 'entertainment']
},
'industry-solution': {
'increase-efficiency': ['manufacturing', 'healthcare', 'finance', 'government'],
'reduce-cost': ['manufacturing', 'energy', 'enterprise', 'finance'],
'improve-experience': ['healthcare', 'education', 'government', 'travel'],
'innovate-business': ['finance', 'security', 'legal', 'healthcare', 'government']
}
}
const interestOptions = [
{ label: 'Creative Content Generation', value: 'creative-content', desc: 'Copy, images, video and other creative content' },
{ label: 'Technical Service Tools', value: 'tech-service', desc: 'Development tools, automation, code assistance' },
{ label: 'Data Intelligence Analysis', value: 'data-intel', desc: 'Data analysis, prediction, intelligent decision making' },
{ label: 'User Service Experience', value: 'user-service', desc: 'Customer service, marketing, user experience' },
{ label: 'Industry Solutions', value: 'industry-solution', desc: 'Deep applications for specific industries' }
]
const purposeOptions = [
{ label: 'Increase Efficiency', value: 'increase-efficiency', desc: 'Automation, accelerate process' },
{ label: 'Reduce Cost', value: 'reduce-cost', desc: 'Reduce manpower, optimize resources' },
{ label: 'Improve Experience', value: 'improve-experience', desc: 'User satisfaction, service quality' },
{ label: 'Business Innovation', value: 'innovate-business', desc: 'New products, new models' }
]
const industries = [
{ key: 'manufacturing', name: 'Manufacturing Industry', anchor: '#_1-manufacturing-industry' },
{ key: 'customer-service', name: 'Intelligent Customer Service', anchor: '#_2-intelligent-customer-service' },
{ key: 'education', name: 'Education Industry', anchor: '#_3-education-industry' },
{ key: 'programming', name: 'Intelligent Programming', anchor: '#_4-intelligent-programming' },
{ key: 'healthcare', name: 'Healthcare', anchor: '#_5-healthcare' },
{ key: 'security', name: 'Network Security', anchor: '#_6-network-security' },
{ key: 'finance', name: 'Finance & Insurance', anchor: '#_7-finance-insurance' },
{ key: 'enterprise', name: 'Enterprise Services', anchor: '#_8-enterprise-services' },
{ key: 'content', name: 'Content Production & Operations', anchor: '#_9-content-production-operations' },
{ key: 'government', name: 'Smart Government Management', anchor: '#_10-smart-government-management' },
{ key: 'legal', name: 'Legal Affairs & Contract Management', anchor: '#_11-legal-affairs-contract-management' },
{ key: 'travel', name: 'Travel & Transportation Services', anchor: '#_12-travel-transportation-services' },
{ key: 'emotion', name: 'Emotional Companionship', anchor: '#_13-emotional-companionship' },
{ key: 'entertainment', name: 'Leisure & Entertainment', anchor: '#_14-leisure-entertainment' },
{ key: 'ecommerce', name: 'Ecommerce Services', anchor: '#_15-ecommerce-services' },
{ key: 'energy', name: 'Energy', anchor: '#_16-energy' },
{ key: 'av-media', name: 'Audio & Video', anchor: '#_17-audio-video' },
{ key: 'ai-marketing', name: 'AI Marketing', anchor: '#_18-ai-marketing' },
{ key: 'data-intelligence', name: 'Data Intelligence', anchor: '#_19-data-intelligence' }
]
const recommendationTopics = computed(() => {
if (!interestPoint.value || !purpose.value) return []
const keys = recommendationMap[interestPoint.value]?.[purpose.value] || []
const topics = []
keys.forEach(key => {
const industry = industries.find(item => item.key === key)
const industryTopics = topicPool[key] || []
if (industry && industryTopics.length > 0) {
const count = Math.floor(Math.random() * 2) + 1
const shuffled = [...industryTopics].sort(() => Math.random() - 0.5)
const selected = shuffled.slice(0, Math.min(count, shuffled.length))
selected.forEach(topic => {
topics.push({
...topic,
industryKey: key,
industryName: industry.name,
industryAnchor: industry.anchor
})
})
}
})
return topics.sort(() => Math.random() - 0.5).slice(0, 8)
})
const currentSelection = computed(() => {
const interest = interestOptions.find(i => i.value === interestPoint.value)
const pur = purposeOptions.find(p => p.value === purpose.value)
return {
interest: interest?.label || '',
purpose: pur?.label || ''
}
})
const scrollToAnchor = (anchor) => {
setTimeout(() => {
let element = document.querySelector(anchor)
if (!element) {
const altAnchor = anchor.replace('#_', '#')
element = document.querySelector(altAnchor)
}
if (!element) {
const anchorText = decodeURIComponent(anchor.replace('#', '').replace(/^_/, ''))
const headings = document.querySelectorAll('h2, h3')
for (let heading of headings) {
const headingText = heading.textContent.trim()
const cleanHeading = headingText.replace(/^\d+\.\s*/, '')
if (cleanHeading === anchorText || headingText.includes(anchorText)) {
element = heading
break
}
}
}
if (element) {
element.scrollIntoView({
behavior: 'smooth',
block: 'start'
})
element.style.backgroundColor = '#f0f9ff'
element.style.transition = 'background-color 0.3s'
element.style.padding = '8px'
element.style.borderRadius = '4px'
setTimeout(() => {
element.style.backgroundColor = ''
element.style.padding = ''
}, 2000)
}
}, 100)
}
const resetSelection = () => {
interestPoint.value = ''
purpose.value = ''
}
</script>
# B-End Industry Application Scenario Reference
## Chapter Overview
<ChapterIntroduction :duration="duration" :tags="['B-End Applications', 'Industry Applications', 'AI Scenarios', 'Landing Reference', 'Industry Solutions']" coreOutput="Understand 15+ B-End industry application scenarios" expectedOutput="Find project directions suitable for enterprise customers">
This document summarizes **LLM large model applications in B-End enterprise scenarios**. Unlike C-End which focuses on user experience and emotions, B-End products focus more on **solving actual business needs, improving efficiency, and reducing costs**. Each scenario has **actual landing feasibility**, covering the complete thinking from **requirement analysis to technical implementation**, suitable for AI application developers targeting enterprise customers.
</ChapterIntroduction>
## Industry Direction Quick Selection
<el-card shadow="hover" style="margin-top: 16px; margin-bottom: 24px; border-left: 5px solid #409EFF;">
<div style="font-weight: 600; margin-bottom: 8px;">Find the application scenario suitable for you</div>
<div style="color: #606266; font-size: 14px; line-height: 1.6; margin-bottom: 12px;">
Select your interest direction and purpose, the system will recommend related industry directions. Click on tags to jump to corresponding chapters.
</div>
<el-row :gutter="16">
<el-col :span="12">
<el-select v-model="interestPoint" placeholder="Select interest direction" style="width: 100%;">
<el-option
v-for="item in interestOptions"
:key="item.value"
:label="item.label"
:value="item.value"
>
<div style="font-weight: 500;">{{ item.label }}</div>
<div style="font-size: 12px; color: #909399;">{{ item.desc }}</div>
</el-option>
</el-select>
</el-col>
<el-col :span="12">
<el-select v-model="purpose" placeholder="Select purpose" style="width: 100%;">
<el-option
v-for="item in purposeOptions"
:key="item.value"
:label="item.label"
:value="item.value"
>
<div style="font-weight: 500;">{{ item.label }}</div>
<div style="font-size: 12px; color: #909399;">{{ item.desc }}</div>
</el-option>
</el-select>
</el-col>
</el-row>
<div v-if="recommendationTopics.length > 0" style="margin-top: 16px;">
<div style="font-weight: 600; margin-bottom: 12px; color: #409EFF;">
Recommended {{ currentSelection.interest }} × {{ currentSelection.purpose }} industries:
</div>
<div style="display: flex; flex-wrap: wrap; gap: 8px;">
<el-tag
v-for="topic in recommendationTopics"
:key="topic.title"
type="primary"
effect="light"
style="cursor: pointer; margin-bottom: 4px;"
@click="scrollToAnchor(topic.industryAnchor)"
>
{{ topic.title }}
</el-tag>
</div>
<el-button type="text" size="small" @click="resetSelection" style="margin-top: 8px;">
Reset Selection
</el-button>
</div>
</el-card>
---
## 1. Manufacturing Industry
> 💡 **Core Concept**: AI empowers traditional manufacturing to achieve intelligent transformation
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | New Energy Bus Exterior AI-Assisted Design Platform | Integrates image generation models for exterior concept design; generates multiple design schemes based on requirements |
| 2 | Intelligent Drawing Design & Review Assistant | Builds enterprise design specification knowledge base using RAG; provides intelligent review suggestions |
| 3 | Technical Documentation Auto-Generation System | LLM auto-generates product specifications, operation manuals; supports multi-format export |
| 4 | Production Equipment Inspection Report Auto-Generation | Voice input describes equipment status; structured inspection report auto-generated |
| 5 | Industrial Equipment Fault Diagnosis Q&A | Builds vector knowledge base from historical fault cases; provides intelligent diagnosis suggestions |
---
## 2. Intelligent Customer Service
> 💡 **Core Concept**: Empowers customer service with AI to achieve 24/7 intelligent response
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Multi-Channel Intelligent Customer Service Auto-Reply | Connects to website, APP, WeChat, and other channels; LLM understands intent and generates responses |
| 2 | Potential Customer Mining & Follow-up Assistant | Analyzes historical conversation records; identifies high-intent leads for sales follow-up |
| 3 | Enterprise Internal Knowledge Intelligent Q&A | Builds vector knowledge base from internal documents; provides precise Q&A service for employees |
| 4 | Customer Service Conversation Smart Summary | Automatically generates conversation summaries; extracts key information and creates follow-up tickets |
| 5 | Golden Script Recommendation Knowledge Base | Analyzes excellent service cases; extracts golden scripts for team sharing and training |
---
## 3. Education Industry
> 💡 **Core Concept**: Personalized learning powered by AI to achieve adaptive education
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Personalized Language Learning Path Planning | Evaluates learner level; generates personalized daily/weekly learning task plans |
| 2 | Lesson Plan Auto-Generation Platform | Inputs course outline; AI generates complete lesson plans including teaching objectives and processes |
| 3 | Homework Auto-Grading & Learning Diagnosis | OCR recognizes handwritten answers; AI provides grading and improvement suggestions |
| 4 | Job Competency Model & Learning Map | Analyzes job requirements; generates competency models and corresponding learning paths |
| 5 | Foreign Language Oral Practice with AI | LLM plays role-play partners; simulates various real-life scenarios for speaking practice |
---
## 4. Intelligent Programming
> 💡 **Core Concept**: AI assists development to improve programmer productivity
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Intelligent Code Completion & Bug Fix | IDE plugin provides real-time code completion suggestions; automatically fixes simple bugs |
| 2 | Low-Code Application Builder | Natural language describes requirements; AI converts to low-code visual configurations |
| 3 | Unit Test Auto-Generation | Analyzes source code structure; generates boundary condition test cases automatically |
| 4 | Code Quality Analysis Tool | Analyzes code complexity, security vulnerabilities; provides optimization recommendations |
| 5 | UI Code Auto-Generation from Design | Uploads design draft images; AI generates responsive HTML/CSS code |
---
## 5. Healthcare
> 💡 **Core Concept**: AI assists medical diagnosis to improve healthcare service efficiency
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Medical Test Report Interpretation | OCR recognizes test indicators; intelligently interprets abnormal values and gives suggestions |
| 2 | Health Consultation Expert | Builds medical knowledge graph; provides professional health Q&A based on user symptoms |
| 3 | Clinical Research Data Analysis Platform | Integrates EMR data; assists in generating statistical analysis code for research |
| 4 | Medical Imaging Report Auto-Generation | Describes imaging features; generates structured medical imaging reports |
| 5 | Chronic Disease Medication Reminder | Generates personalized medication plans; supports drug interaction and contraindication checks |
---
## 6. Network Security
> 💡 **Core Concept**: AI empowers security operations to achieve intelligent threat detection and response
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Code Security Vulnerability Detection | Static analysis scans code; identifies and suggests fixes for security vulnerabilities |
| 2 | AI Phishing Email Detection | Analyzes email content; identifies AI-generated phishing emails |
| 3 | Security Operations Daily Report | Aggregates security logs; automatically extracts and generates daily reports |
| 4 | Penetration Test Report Generation | Inputs vulnerability descriptions; AI generates complete penetration test reports |
| 5 | Threat Intelligence Analysis Assistant | Connects to threat intelligence sources; interprets and analyzes potential threats |
---
## 7. Finance & Insurance
> 💡 **Core Concept**: AI empowers financial services to achieve intelligent risk control and wealth management
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Credit Due Diligence Report Generation | Inputs enterprise financial data; AI generates comprehensive credit due diligence reports |
| 2 | Private Bank Wealth Management Advisor | Analyzes client risk preference; generates personalized asset allocation strategies |
| 3 | IPO Prospectus Generation & Compliance Check | Uses modular templates; auto-fills business descriptions with compliance verification |
| 4 | Financial Report & Anomaly Warning | Auto-generates financial analysis reports; monitors business anomalies in real-time |
| 5 | Insurance Agent Practice Coach | Simulates customer scenarios; evaluates script compliance and persuasion skills |
---
## 8. Enterprise Services
> 💡 **Core Concept**: AI empowers enterprise operations to achieve efficiency improvement and cost reduction
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Contract Compliance Review Platform | Compares contract clauses with regulations; generates compliance review reports |
| 2 | Sales Conversation Analysis & Script Recommendation | Transcribes sales calls; analyzes conversation and recommends improvement strategies |
| 3 | Marketing Content Auto-Generation | Generates marketing copy, social media posts, and advertising scripts |
| 4 | Competitor Ad Analysis Platform | Collects and analyzes competitor advertising strategies |
| 5 | Hot Topic Analysis & Content Recommendation | Analyzes trending topics; recommends content creation angles |
---
## 9. Content Production & Operations
> 💡 **Core Concept**: AI empowers content creation to achieve efficient and high-quality output
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Film & Novel Creation Assistant | Generates story outlines, character settings, and dialogue scripts |
| 2 | Brand Story & PR Writing Assistant | Inputs brand keywords; generates multi-style PR articles |
| 3 | Digital Human Live Streaming System | Creates digital human anchors; generates real-time dialogue for live streaming |
| 4 | Short Video Script & Editing | Generates short video scripts; provides intelligent editing suggestions |
| 5 | Marketing Content Design System | Generates advertising copy and designs marketing materials |
---
## 10. Smart Government
> 💡 **Core Concept**: AI empowers government services to achieve intelligent governance
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | 12345 Hotline Intelligent Routing | Voice recognition understands citizen requests; intelligently routes to departments |
| 2 | Government Service Q&A Robot | Builds government knowledge base; provides policy consultation services |
| 3 | Enterprise Policy Matching Platform | Analyzes enterprise profiles; intelligently matches applicable support policies |
| 4 | Approval Materials Pre-Review | OCR recognizes application materials; automatically checks completeness |
| 5 | City Grid Event Management | Identifies event types from reports; intelligently dispatches to responsible departments |
---
## 11. Legal Affairs
> 💡 **Core Concept**: AI empowers legal services to achieve intelligent contract review and case analysis
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Contract Risk Vulnerability Detection | Compares contracts against risk checklists; identifies potential legal risks |
| 2 | Case Win Rate Analysis | Analyzes case features; retrieves similar cases and predicts outcomes |
| 3 | Legal Regulation Change Monitoring | Monitors regulatory updates; analyzes impact on business operations |
| 4 | Legal Letter Auto-Drafting | Inputs case facts; AI generates standard legal letters |
| 5 | Legal Terms Plain Language Explanation | Translates complex legal terms into easy-to-understand language |
---
## 12. Travel & Transportation
> 💡 **Core Concept**: AI empowers travel services to achieve personalized travel planning
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Lazy Travel Guide Generator | Inputs travel preferences; AI generates daily itinerary with recommendations |
| 2 | Flight & Hotel Price Prediction | Uses ML models to predict price trends; suggests optimal booking timing |
| 3 | Visa Materials Pre-Review | OCR recognizes visa materials; automatically checks for completeness |
| 4 | Real-Time Translation for Travel | Offline voice translation; recognizes and translates menu images abroad |
| 5 | Travel Notes Auto-Generation | Extracts information from travel photos; generates shareable travel journals |
---
## 13. Emotional Companionship
> 💡 **Core Concept**: AI provides 24/7 emotional support and psychological companionship
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Virtual Companion | LLM-based AI companion with memory system; provides emotional support |
| 2 | Emotional Recognition & Counseling | Analyzes voice tone and text emotion; provides professional psychological suggestions |
| 3 | Cognitive Training for Elderly | Provides cognitive games; uses old photos to trigger memory for dementia patients |
| 4 | Social Anxiety Practice Coach | Creates virtual social scenarios; helps practice social interactions |
| 5 | Mood Monitoring & Incentive Assistant | Analyzes mood patterns; generates positive encouragement content |
---
## 14. Leisure & Entertainment
> 💡 **Core Concept**: AI creates immersive entertainment experiences
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Game NPC Autonomous Decision Engine | LLM-driven NPCs with autonomous decision-making capabilities |
| 2 | Script Murder Story Deduction | AI generates story branches based on player choices |
| 3 | Interactive Novel Story Generator | Reader choices affect story development |
| 4 | Esports Game Analysis & Commentary | Real-time game analysis with AI-powered commentary |
| 5 | Audiobook Auto-Generation | Converts text to audio with character-specific voices |
---
## 15. Ecommerce Services
> 💡 **Core Concept**: AI empowers ecommerce to achieve intelligent operations
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Product Detail Page Generator | Generates high-converting product descriptions and marketing copy |
| 2 | Virtual Try-On | AI generates virtual model try-on effects |
| 3 | Multi-Language Translation | Localizes product descriptions for international markets |
| 4 | Digital Human Live Streaming | AI-powered virtual streamers for 24/7 live commerce |
| 5 | Trend Analysis & Product Selection | Analyzes market trends; suggests trending products to sell |
---
## 16. Energy
> 💡 **Core Concept**: AI empowers energy management for intelligent grid operations
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Home Energy Analysis | Analyzes household electricity usage patterns; provides energy-saving suggestions |
| 2 | Solar Panel Defect Detection | Drone-captured images analyzed by CV for defect identification |
| 3 | Electricity Price Prediction | ML predicts spot prices; generates trading strategies |
| 4 | Carbon Emission Calculation | Auto-calculates enterprise carbon footprint; generates ESG reports |
| 5 | Grid Load Prediction | Predicts grid load under extreme weather; generates dispatch plans |
---
## 17. Audio & Video
> 💡 **Core Concept**: AI empowers audio/video production for efficient content creation
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Video Highlight Detection | AI identifies highlights from long videos; auto-generates short clips |
| 2 | Audio Noise Reduction | Separates vocals from background noise; enhances audio quality |
| 3 | Video Restoration & Colorization | 4K super-resolution; AI adds color to black and white footage |
| 4 | Text-to-Speech with Emotion | Generates natural-sounding speech with emotional expression |
| 5 | Meeting Transcription | Multi-speaker voice separation; generates meeting transcripts with action items |
---
## 18. AI Marketing
> 💡 **Core Concept**: AI empowers marketing to achieve data-driven creative campaigns
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Social Media Viral Copy Generator | Generates Xiaohongshu-style posts with optimized emojis |
| 2 | Marketing Poster Designer | AI designs posters with multi-size adaptation |
| 3 | Logo & Brand Design | Generates brand logos; creates complete VI systems |
| 4 | Trend Analysis & Content Ideas | Tracks trending topics; suggests marketing angles |
| 5 | Video Script Generator | Generates short video scripts with shooting suggestions |
---
## 19. Data Intelligence
> 💡 **Core Concept**: AI makes data accessible to everyone through natural language
| No. | Application Scenario Name | Application Scenario Function |
| :--: | ------------ | ------------ |
| 1 | Natural Language to SQL | Converts natural language queries to SQL statements |
| 2 | Data Asset Catalog | Auto-catalogs and classifies enterprise data assets |
| 3 | Data Quality Monitoring | Detects data anomalies; suggests fixes |
| 4 | Report Generator | Creates reports and dashboards through conversation |
| 5 | Metric Q&A Assistant | Answers questions about data metric definitions and calculations |