Case Studies
Showcasing our innovative AI applications and industry solutions across diverse domains
Truvit - Intelligent Reading Companion
An advanced reading platform for American high school students built on cutting-edge natural language processing technology, integrating personalized reading, deep comprehension, and efficient learning to comprehensively enhance the reading experience and learning outcomes, achieving dual goals of knowledge acquisition and skill development.

Intelligent Semantic Understanding Q&A System
Automated Hierarchical Outline Generation & Content Summarization
Character Relationship Network Analysis & Visualization
Key Vocabulary Intelligent Extraction & Contextual Interpretation
Intelligent Semantic Understanding Q&A System
- Equipped with an advanced semantic understanding engine that precisely comprehends user query intent through deep learning models
- Performs semantic-level retrieval and information extraction from text content, building comprehensive knowledge graphs
- Delivers immediate, accurate, and insightful responses covering multi-level understanding from plot details to thematic concepts
Automated Hierarchical Outline Generation & Content Summarization
- Employs advanced text structure analysis technology to automatically identify logical hierarchies and key information points
- Generates multi-level hierarchical outlines and chapter summaries, providing clear content navigation and key point indicators
- Intelligently extracts core concepts and supporting arguments, helping users quickly grasp the overall framework of texts
Character Relationship Network Analysis & Visualization
- Utilizes deep semantic understanding and entity recognition technology to automatically extract character entities and their relationship networks
- Constructs dynamic character relationship maps, visually displaying interactions, conflicts, and relationship evolution between characters
- Analyzes character traits and behavioral patterns, revealing narrative structures and character development trajectories
Key Vocabulary Intelligent Extraction & Contextual Interpretation
- Based on semantic importance analysis, intelligently identifies key vocabulary, technical terms, and core concepts within texts
- Automatically generates glossaries with precise definitions in context, providing rich application examples
- Constructs concept association networks, displaying logical relationships and knowledge structures between key terms
AI Doctor Intelligent Assistant
A clinical support system based on advanced medical NLP technology, providing doctors with intelligent diagnostic support tools, achieving efficient workflows for medical history collection, symptom recording, and treatment plan generation, improving healthcare service quality and diagnostic efficiency.

Intelligent Doctor-Patient Dialogue System
Structured Electronic Medical Record Auto-generation
Professional Medical Knowledge Base Support
Standardized SOAP Record Templates
Intelligent Consultation System
- Natural language processing engine optimized for the medical domain, precisely understanding patient descriptions and physician inquiries
- Intelligent guided dialogue process, systematically collecting symptoms, medical history, and relevant information
- Automatically identifies key medical information points and abnormal indicators, marking important clinical clues
- Multi-turn dialogue optimization and context understanding, improving consultation efficiency and information completeness
SOAP Note Intelligent Generation
- Automatically generates SOAP format medical records complying with medical standards based on consultation data
- Structured presentation of Subjective, Objective, Assessment, and Plan components
- Intelligently integrates medical history, signs, and examination results, forming complete clinical records
Professional Support Function Modules
- Integrates authoritative medical knowledge bases and clinical guidelines, providing real-time references
- Intelligent analysis based on symptoms and signs, generating possible diagnoses and differential diagnostic suggestions
- Drug interaction checking and medication safety alert functionality
HoloGPT - Comprehensive AI Intelligent Assistant
A revolutionary comprehensive AI assistant platform integrating Holo Copilot professional advisors and AI intelligent reading functions, providing users with comprehensive intelligent solutions and knowledge services, creating personalized AI-enhanced experiences.

Multi-domain Professional Copilot Advisors covering health, strategy, legal, HR and other core business domains
AI Intelligent Reading System powered by premium content from world's leading publishers, providing immersive learning experiences
Elite Education Copilot helping students achieve Ivy League dreams and academic breakthroughs
Continuously evolving personalized AI solution platform adapting to diverse requirement scenarios
Holo Copilot Core Features
- Intelligent advisor system supported by multi-domain professional knowledge bases, providing personalized solutions
- Integrates premium knowledge content from global top publishers including Penguin Random House and CITIC Press
- Self-adaptive intelligent system continuously learning and optimizing based on user interactions
- Focused on in-depth analysis of practical problems and executable solution generation
AI Intelligent Reading Features
- AI Speed Reading: Quickly extracts book essentials, supports digital human voice reading and content navigation
- AI Deep Reading: Intelligently understands content core, supports deep dialogue with author's thoughts
- AI Personalized Recommendation: Intelligent book recommendation system based on user interests and reading history
Elite Education Copilot
- Integrates course resources and teaching methodologies from world-leading institutions including MIT and Harvard
- Provides professional academic guidance and application strategies for American high school students and international students
- Builds elite education communities, offering entrepreneurship guidance and cutting-edge technology sharing
- Successfully served 3000+ American high school and Ivy League students, achieving significant learning outcomes
AI Financial Analysis Platform
An intelligent analysis platform integrating artificial intelligence and financial expertise, transforming complex financial analysis into intuitive insights, making Harvard Business School case analysis methodology accessible, providing data-driven professional support for enterprise decision-making.

Intelligent Financial Statement Analysis & Insight Generation
Harvard Case Methodology Interpretation & Application
24/7 AI Financial Advisory Services
Multi-dimensional Financial Comparison & Trend Prediction
Intelligent Financial Analysis Engine
- Automatically processes financial statement data, generating key indicator analysis and professional insights
- Supports comprehensive analysis of multiple financial dimensions including revenue growth rate, gross margin, net profit margin, etc.
- Intelligently identifies financial anomalies and potential risks, providing alerts and recommendations
- Benchmark analysis based on industry standards, revealing competitive advantages and improvement opportunities
Case Interpretation & Application
- Intelligently matches enterprise situations with Harvard Business School classic cases, extracting relevant experiences
- In-depth analysis of case core principles and decision logic, transforming into actionable practical guidance
- Supports interactive learning and scenario simulation, strengthening understanding and application capabilities
Real-time Data Analysis Platform
- Supports real-time financial data integration and dynamic updated analysis
- Automatically generates professional financial analysis reports and visualization charts
- Multi-dimensional data comparison and historical trend analysis functionality
- Financial prediction models based on machine learning, providing future trend outlooks
AI Reader - Intelligent Reading and Learning Platform
An intelligent learning ecosystem integrating cutting-edge AI technology, providing personalized reading recommendations, in-depth learning analysis, and creative assistance functions, reshaping the learning experience, improving knowledge acquisition efficiency, and stimulating innovative thinking and interdisciplinary capability development.

AI-Driven Intelligent Reading Recommendation System
Personalized Multi-domain Learning Path Planning
AI-Assisted Creation and Learning Assistant
Comprehensive Learning Progress Tracking & Analysis
Intelligent Recommendation Engine
- Personalized recommendations based on deep learning user interest modeling, combined with reading level and learning objectives
- Content library covering diverse knowledge domains including personal growth, technological innovation, historical biography, etc.
- Intelligently matches learning resources most suitable for users' current cognitive levels and development needs
- Real-time tracking of reading progress and comprehension level, dynamically adjusting recommendation strategies and learning suggestions
AI Learning Assistant System
- Intelligent parsing of learning content based on semantic understanding, providing concept clarification and deep comprehension support
- Constructs cross-disciplinary knowledge association networks, stimulating innovative thinking and knowledge transfer capabilities
- Supports concept visualization and problem-solving guidance for subjects like mathematics and physics
- Provides personalized learning strategy recommendations and knowledge point reinforcement based on learning data analysis
Creation and Interaction Platform
- AI-assisted creation tools supporting structured writing and cross-disciplinary knowledge integration
- Knowledge sharing and collaborative learning mechanisms based on community interaction
- Personalized learning challenges and task systems enhancing learning motivation and sense of achievement
- Comprehensive learning data analysis including duration statistics, knowledge point mastery assessment, and learning curve analysis
ESG Report Intelligent Generation System
A professional intelligent tool for ESG consultants that integrates advanced large models and data analysis technologies to deeply understand corporate ESG data and information, automatically generating professional ESG reports that comply with international standards and corporate characteristics, significantly improving report preparation efficiency and quality.

Intelligent Report Automated Generation Engine
Multi-dimensional Data Deep Analysis & Interpretation
Comprehensive Regulatory Requirement Coverage
Interactive Visualization Report Editing Platform
Intelligent Report Automated Generation Engine
- Report generation engine built on advanced large model technology, capable of efficiently processing and understanding massive structured and unstructured ESG data
- Intelligent analysis of environmental protection, social responsibility, and corporate governance dimensions, identifying key indicators and trends
- Automated data processing and content generation workflow, reducing traditional report preparation time from weeks to hours
- Employs modular report frameworks ensuring professional content and consistency while maintaining flexible report structure customization
Multi-dimensional Data Deep Analysis & Interpretation
- Deep data understanding and multi-dimensional analysis capabilities powered by large models, surpassing traditional statistical methods
- Intelligently uncovers trends, correlations, and potential value behind ESG data, discovering hidden insights
- Automatically generates data-driven strategic insights and specific improvement recommendations, supporting decision-making
- Provides personalized data interpretation frameworks and analysis models based on industry characteristics and development stages
Intelligent Contract Review System
An intelligent contract review system based on 12 professional review dimensions and 10 large model collaborative workflow nodes, providing one-click legal opinion generation, significantly improving contract review efficiency and accuracy.

12-Dimension Professional Review Framework
10-Node Large Model Collaborative Workflow
One-Click Legal Opinion Generation
End-to-End Intelligent Review Mechanism
Intelligent Review Process
- Project manager submits customized review checklist and basic contract content, system automatically initiates analysis process
- Multiple models collaboratively execute cyclic deep review, covering key contract clauses and potential risk points
- Automatically generates structured opinions and professional legal conclusions based on review results
- Multi-level quality verification mechanism ensures accuracy and professionalism of generated opinions
- Produces complete legal opinion document, supporting manual review and adjustment
Core Functional Modules
- Intelligent Text Analysis: Automatically identifies contract clause structures and key content
- Multi-dimensional Risk Detection: Identifies legal risks, commercial risks, and execution risks
- Compliance Review: Automatically verifies applicable laws, regulations, and industry standards
- Clause Optimization Suggestions: Provides improvement plans based on historical cases and best practices
Intelligent Document Proofreading System
Based on deep learning layout analysis models and professional knowledge bases, automatically identifies document structural elements, providing comprehensive text proofreading, knowledge verification, and risk identification services to ensure document quality and compliance.

Intelligent Layout Structure Analysis
Multi-dimensional Text & Punctuation Proofreading
Professional Knowledge Content Verification
Content Risk Intelligent Identification
Text and Punctuation Error Check (Covering 15 Error Types)
- Context-based typo and incorrect word intelligent detection and correction
- Semantic repetition and expression redundancy analysis
- Mixed sentence structure and non-standard expression identification
- Word order errors and logical structure problem checking
- Extra word, missing word and other text integrity issue detection
- Punctuation usage standardization and consistency review
Knowledge Error Check (Covering 13 Error Types)
- Important speech and policy document citation accuracy verification
- Proper noun and terminology usage standardization check
- Knowledge graph-based common sense error detection
- Name, title, organization name and other information accuracy verification
Patent Analysis and Alert Report Intelligent Generation System
An intelligent tool integrating advanced AI technology and patent analysis methodology, providing comprehensive patent data mining, trend analysis, and alert report generation services, helping enterprises grasp technology development directions and competitive landscapes, supporting strategic decision-making.

Intelligent Planning Planner Module
Professional Execution Worker Module
Result Integration Solver Module
Automated Word Report Generation
System Architecture Design
- Planner Module: Intelligently breaks down analysis tasks based on user requirements, formulates optimal analysis strategies, selects appropriate tool combinations to execute plans
- Worker Module: Calls professional tool sets to perform specific analysis tasks, including patent summary generation, technology field classification, citation relationship analysis, Echarts visualization chart generation, etc.
- Solver Module: Integrates multi-dimensional analysis results, constructs complete analysis logic chains, generates systematic analysis conclusions and strategic recommendations
Technical Features & Advantages
- Multi-model Collaborative Analysis Framework: Integrates multiple specialized models, achieving multi-dimensional deep analysis of patent data
- Intelligent Task Planning & Decomposition: Automatically plans optimal analysis paths based on analysis objectives, improving analysis efficiency
- Automated Data Processing & Visualization: Supports automated processing and intuitive chart display of massive patent data
- Professional Knowledge Integration: Combines patent analysis expertise with AI technology, ensuring professionalism and reliability of analysis results
Industry Emergency Legal Regulations Intelligent Search System
A legal regulations intelligent search platform designed for complex industry environments, supporting three refined search modes to meet professional legal consultation needs in different scenarios, providing precise and authoritative legal basis and interpretation.

High-Efficiency Precision Normal Search Mode
Context-Aware Balanced Search Mode
Deep Reasoning Expert Search Mode
Adaptive Intelligent Q&A System
High-Efficiency Precision Mode
- Speed-priority search strategy based on precise matching with authoritative legal databases
- Suitable for quick query and confirmation scenarios of specific legal provisions
- Millisecond-level response time ensuring high-accuracy search results
Context-Aware Mode
- Intelligent search mechanism integrating contextual understanding and question intent analysis
- Balances search speed and result depth, suitable for general legal consultation scenarios
- Capable of understanding implicit contexts and professional terminology in legal questions
- Provides structured legal answers including relevant provisions and brief explanations
Deep Reasoning Mode
- Expert-level search system integrating contextual understanding, intent analysis, and multi-step reasoning
- Prioritizes result quality and depth, suitable for complex legal problem analysis
- Simulates legal expert thinking, conducting multi-dimensional legal reasoning and analysis
- Provides comprehensive legal basis, case references, and professional recommendations