FinanceRAGMedium complexity
Financial Report Analysis
Pull comparable figures and commentary from annual reports, earnings calls and filings across a peer group.
How we approach it
Parse tables and text from filings and transcripts into a structured store. Analysts ask questions and get numbers with the page they came from, and each figure is checked against its source table before display. Peer comparisons and period-on-period changes are computed in code, not by the language model.
Business value
Faster peer analysis with figures you can trace
Technology stack
- Document parsing
- hybrid retrieval
- Python analytics
- LLM with citations
- BI
Related service
Proprietary AI DevelopmentRelated use cases
- Financial Services · FinanceCapital OptimisationAllocate capital across business lines under CRR3, stress scenarios and return targets.
- Financial Services · RiskRegulatory Compliance CheckAnswer questions on CRR3, MiFID II, DORA, the AI Act and internal policy, with the article behind every answer.
- Financial Services · ComplianceRegulatory Change ManagementKeep up with new EU rules, technical standards and supervisory guidance, and see which policies each one touches.