Module 06 · one shared engine, zero LLM arithmetic
News-Driven Valuation Ledger
Freeze a baseline on the day the data was fed — calibrated so model value equals the traded price. Each headline is then read for its stated magnitude, scaled against this company's size, and priced per share. Tick only the news you accept; the backtests below keep the model honest against what the tape actually did.
Load a ticker to build the baseline from live data (Indian tickers get .NS automatically). Every fetched number stays hand-editable — when the feed is thin, the exercise still works.