BREAKING
FinSight: reports from one ticker
0
+ words
report size
0
markets covered
From ticker to finished report
1
Collect data
↓
2
Analyze
↓
3
Generate charts
↓
4
Write report
Why FinSight over general tools
General tools
weak
●
Strong at broad search
●
Weak on structured data
●
Limited visualization
FinSight
CAVM
●
Unified variable space
●
VLM chart correction
●
Two-stage writing
Accepted to ACL 2026 Main
Open source on GitHub
AI NEWS BLITZ
Renmin University's RUC-NLPIR has open-sourced FinSight, a multi-agent financial research system.