Linguistic Intelligence

Linguistic Stress Analysis

Gemini-powered forensic intelligence that reads between the lines of 10-K filings — detecting hedging, evasion, and narrative deception.

US market · 45 companies indexed · Enable Global for international

Analysis Methodology

Hedging Detection

Scans Item 1A for hedging words like 'uncertain,' 'might,' 'potentially.' Computes density score normalized against filing length.

Sentiment Gap Analysis

Compares Gemini AI's sentiment classification of MD&A narrative against the quantitative Z-Score zone. Divergence triggers Deception Alert.

Truth Score Formula

100 − hedging_penalty(25%) − evasion_penalty(15%) − sentiment_gap(40%) − red_flag_penalty(20%). Score ≥70 = Credible, <40 = Deceptive.

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