Market Reports Summarisation Agent
Condenses 10,000 analyst reports a year into standardised briefs for the Chief Lending Officer.
The business process
Analysis and synthesis of market reports from rating agencies and financial analysts across economic sectors, supporting credit decisions at the top of the bank.
What the agent reads
- Sector reports and forecasts from rating agencies, typically over 50 pages each
- Analyst reports on industries and corporates
What it produces
- Concise, context-aware summaries with economic insights, market trends and sector KPIs
- Standardised Word reports following the client's layout
How it works
Content-summarisation models generate concise summaries that preserve the original meaning, then assemble them into standardised reports on the bank's Word layout. Analysts interact with the summary to drill into any section.
Runs on
- Domain-tuned SLM/LLM/VLM serving
- Semantic knowledge graph
- GraphRAG & traversal queries
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