Case Studies
Real client stories demonstrating how AI technology creates tangible business value
Leading Education Institution
Content Production Cost Reduction
!Business Challenges
A 5-person video team producing only 5 clips/day could not meet multi-channel content demands. Inconsistent character appearances across videos also weakened brand recognition.
→Our Solution
Deployed a full-pipeline AI video batch generation platform with automated scriptwriting and intelligent editing, integrating Hunyuan + Wan2.6 + ComfyUI with IP-Adapter for character consistency.
Project Showcase
Results
Capacity surge: daily output grew from 5 to 150+ videos
Cost reduction: production costs slashed, no outsourcing needed
Traffic growth: total views across content matrix increased
Large Manufacturing Enterprise
Knowledge Asset Digitalization
!Business Challenges
20 years of accumulated technical documents were hard to search. Senior engineer departures created knowledge gaps, long onboarding times, and concerns about AI 'hallucinations' spreading misinformation.
→Our Solution
Built an enterprise RAG knowledge base system with intelligent Q&A and knowledge graph construction. Added a compliance layer for data masking, content review, and access control — delivering industrial-grade deterministic responses.
Project Showcase
Results
Efficiency: knowledge retrieval cut from 30 min to 10 seconds
Training: new employee ramp-up time cut in half
Asset management: dormant documents activated
Chain Retail Brand
Private Domain Monetization
!Business Challenges
Offline store members were churning with no online channel to engage them. Promotional campaigns had low reach. Member data was siloed across multiple systems, preventing precision marketing.
→Our Solution
Built a custom WeChat Mini Program store + AI marketing assistant with integrated member tags and intelligent recommendations. AI analyzed user behavior to enable personalized promotions and precision operations.
Project Showcase
Results
User base: members accumulated within 3 months of launch
Re-purchase: member repurchase rate increase
Revenue: online sales share breakthrough