South KoreaChemicals and materials2025 – ongoingLG Chem
AI production scheduling
LG Chem reported a 4% improvement in marginal profit rate after applying AI production schedules
Problem
Production scheduling needed to account for yield and profit.
Approach
LG Chem used AI-generated schedules in production. Its petrochemical operations also used EXAONE.
Results
4%improvement in marginal profit rate attributed to AI scheduling
Takeaway
LG Chem applied production schedules that accounted for yield and profit. The reported gain concerned this scheduling workflow.
Categories
- Size
- Large enterprise
- Industry
- Chemicals and materials
- Business function
- Production and quality
- Innovation type
- Process innovation
- AI technology
- Optimization
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
[1]MoneyToday13 Jan 2026
MoneyToday reported that LG Chem applied AI-generated schedules in production. It reported a 4% improvement in marginal profit rate.
[2]The Asia Business Daily21 Oct 2025
LG AI Research's chief described EXAONE applications across the group. He identified LG Chem's petrochemical manufacturing as an existing application.
Full details are in the original sources.
Added 1 Nov 2026 · Updated 1 Nov 2026
