B-End Industry Application Scenario Reference
Chapter Overview
🎯本章学习目标
预计耗时
Approx. 6 hours
预期产出
Understand 15+ B-End industry application scenarios
Find project directions suitable for enterprise customers
Industry Direction Quick Selection
Find the application scenario suitable for you
Select your interest direction and purpose, the system will recommend related industry directions. Click on tags to jump to corresponding chapters.
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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 |