ChinaFinance and insurance2026 – ongoingBank of Shanghai
LLM parsing of custody fund-transaction files
Bank of Shanghai reported over 80% higher batch-processing efficiency for fund files
Problem
Custody staff handled fund files with inconsistent fields and layouts.
Approach
AI engineers and business staff introduced LLM parsing. The workflow produced standardized output.
Results
80%+batch-processing efficiency improvement over manual work, per Bank of Shanghai
Takeaway
The application addressed file-format variation in custody operations.
Categories
- Size
- Large enterprise
- Industry
- Finance and insurance
- Business function
- Production and quality
- Innovation type
- Process innovation
- AI technology
- Generative AI
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
[1]Shanghai SASAC21 Jul 2026
Shanghai SASAC described operational LLM file parsing. It reported higher batch-processing efficiency than manual work.
Full details are in the original sources.
Added 1 Nov 2026 · Updated 1 Nov 2026