Capability Planning

[ARTC-Doris]

• [ ] #4
• [x] #3
• [x] #6
• [ ] #20
• [ ] LLM-based TS engine
• [ ] Model fusion
• [x] #21
• [ ] reproduce inventory policy in python
• [x] #25
• [ ] Create centralized database for external factors
• [ ] #30
• [ ] #42

[ZengyuCao-ARTC]

FOR DATA MODULE (Zengyu)

Part I data processing

Input: master data (SKU, configurations, etc.) + CORE (outbound/sales/net order / sell-in/sell-through) + External factors Output: CORE Demand Time Seires and external factor time series Processing Pipeline on:

• Demand processing
• External factor processing (discrete event or long-term period impact)

Part II data analysis

• outlier detection, verification and correction
• correlationship analysis (time series / discrete events)
• demand profile
• time series characteristics
• demand segmentation or clustering

Part III efficiency improvements

• parallelism on model experiments and evaluations

@ARTC-Doris