Company_Financial_Annual_Report_Analysis_Agent

The Company Financial Annual Report Analysis Agent is an agentic system designed to read companies' annual reports and answer questions about them, covering real financial trends, qualitative risk factors, and information beyond the reports. It was built end to end on free-tier APIs, containerized, and shipped with its own CI/CD pipeline. The system resolves company names, pulls real trend data, computes CAGR with plain arithmetic (not LLM math), compares companies, cites exact source pages, and double-checks its own answers before returning them. It provides structured financial lookups for exact figures, YoY growth, and CAGR, as well as semantic search over qualitative report text, a sandboxed code-execution tool, and free web search for anything beyond the ingested reports. The architecture includes visible planning, answer verification, and self-critique on every response. Extraction and retrieval are kept as separate concerns: standard metrics become structured database rows with real computed trends, while qualitative text goes through vector search. An explicit verification step is built into the graph's structure.