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 the 10-K MD&A for hedging words like 'uncertain,' 'might,' 'potentially' (whole words only). Density above normal filing levels is penalised.

Sentiment Gap Analysis

Compares management's tone (financial word lexicon, or Gemini when available) with the Z-Score zone. An upbeat narrative from a distressed company triggers a Deception Alert.

Earnings Call Candor

Splits the latest conference call into scripted remarks and analyst Q&A. Refusals to answer and a tone drop from script to Q&A lower the Call Candor Score (Larcker & Zakolyukina, 2012).

Truth Score (Credibility Index)

Weighted evidence: financial health 30%, filing language 20%, earnings-call candor 20%, narrative consistency 15%, earnings quality (cash vs accruals) 15%. ≥70 Credible · 40–69 Suspicious · <40 Deceptive.

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