MeghaOS ships a serious analyst toolkit: build valuation models, pull live market data, run exploratory data analysis, and generate compliance documentation, most of it output as polished Excel and Word files.

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Financial modeling

The financial_tools plugin produces investor-grade artifacts.

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Advanced analysis & valuation

The analyst_tools plugin covers valuation, statistics, and data work.
CREATE_DCF_MODEL (WACC, FCF, terminal value) · CREATE_LBO_MODEL (debt schedules, exit, IRR) · CREATE_THREE_STATEMENT_MODEL (linked IS/BS/CF) · CREATE_SENSITIVITY_TABLE (5×5 data table) · GENERATE_COMPS_TABLE (public comps) · CALCULATE_CAP_TABLE_WATERFALL (exit payouts).
GET_MARKET_DATA (live prices, P/E via yfinance) · GET_FINANCIALS (real historical income statement, balance sheet, cash flow). Try: “pull TSLA’s last 3 years of financials.”
CLEAN_DATA (missing values, dedupe) · PROFILE_DATA (full EDA) · TRANSFORM_DATA (feature engineering via pandas eval) · RUN_AB_TEST_ANALYSIS (t-test significance) · FORECAST_FINANCIALS_STATISTICAL (linear-regression forecast) · GENERATE_CHART_IMAGE (matplotlib PNG: bar/line/scatter/pie/heatmap).
“build a DCF for a company with $10M revenue growing 30%, 70% gross margin, and a 10% discount rate.”

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Live analyst dashboards

Beyond files, the shell has analyst-oriented dashboards (analysts_dashboard, crew_war_room) and you can compose live financial widgets directly:
  • “AAPL stock with a chart” → live_stock
  • “convert 5000 EUR to USD” → currency_converter
  • “a comparison table of these three companies” → comparison widget

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Compliance & governance

The compliance_tools plugin generates standardized governance documents. For fresh regulatory context, intelligence_tools (SEARCH_WEB_DUCKDUCKGO) pulls recent ISO/cyber/regulatory updates from the web.

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Document pipelines

These tools shine in workflows that combine extraction and modeling:
“Read the income-statement PDF, then build a 3-statement model from it.” → EXTRACT_INCOME_STATEMENT_PDF → CREATE_THREE_STATEMENT_MODEL.