Back to Financial Charts

Generate Financial Charts

Start the async pipeline to fetch, process, and pre-render institutional-grade charts.

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What happens when you generate?

Charts are never generated during page load. The async pipeline runs in the background:

  1. 1Fetch annual & quarterly financial statements
  2. 2Fetch shareholding pattern (8 quarters)
  3. 3Fetch order book & revenue pipeline
  4. 4Calculate 30+ financial ratios (ROE, PE, D/E…)
  5. 5Build ECharts-ready precomputed datasets
  6. 6Generate AI insights & warnings
  7. 7Render 4K (3840×2160) JPG chart assets

Once complete, all pages read exclusively from the database and Redis cache — instant loading guaranteed.

Generation takes 1–3 minutes depending on data availability.