Finance Report Analyzer

Generate financial analysis reports from uploaded Excel/PDF files with LLM-powered analysis, competitor analysis, web search for news, and inline SVG sparkline trend charts.

Architecture

The tool works in a hybrid pipeline:

1. Python script → Extract data, build tables/charts, render HTML/PDF (deterministic, zero-cost)
2. LLM (OpenClaw agent) → Write in-depth analysis for each section + competitor analysis + news summary
3. Web search → Fetch recent company news and hot topics

Report Sections