Business โ End to End Value Chain
Case
R&D
Research & Development
New Tech (e.g packaging)
Applying new technologies to improve R&D processes
Research Agent โ atypica.AI
AI-powered market research & consumer insight
Life Cycle Design
A real case from FMC from AI research to packaging innovation
Make
Manufacturing
Production Automation
Robotics, IoT monitoring, predictive maintenance - TBD
Quality Control Innovation
AI or other tech to improve quality control - TBD
Smart Factory
Integrated digital factory ecosystem - TBD
Logistic
Supply Chain
Logistic Innovation
Route optimization, warehouse automation โ TBD
Case
MKT
Marketing
Media
AI-driven media world (shared by agency)
Content
AI agents & AIGC for content creation
Social Content Agent โ Clipo
Planning + cross-platform management
Search โ GEO
Generative Engine Optimization for AI search
Social
Full-chain social media innovation
Training / Planning / Execution (shared by agency)
AI-assisted social operations
End to End Tracking
Unified KOL dashboard & analytics
Sales
Channels & Retail
AI Retail Terminal
Shelf recognition, customer flow, shopper behavior, voice assistant, compliance audit โ powered by AI for offline retail intelligence
After Sales
Customer Service
AI Call Center
Intelligent routing & sentiment analysis (already in use)
Procurement โ Innovation by Process Stage
Other Functions
Finance
Sustainability
HR
IT / Digital