AGENT_02 · Active
Scout Agent
Real-time stock market intelligence powered by AI. Detects misinformation-driven crashes before they spiral, analyzes stock anomalies, and investigates financial manipulation.
// DEMO — Crash Due to Fake Tweet
Tata Motors — Misinformation Attack
09:32 Fake tweet posted by unverified account. 1,200 retweets in 6 minutes.
09:36 Scout detects abnormal sell-off volume. Z-score exceeds 4.0 threshold.
09:38 Investigator agent dispatched to analyze news sources and social signals.
09:40 Verdict: MISINFORMATION — No official filing found. Alert issued.
// TRENDING STOCK NEWS
Latest financial news scanned and classified by Scout Agent
Economic Times
Sensex surges 400 points amid strong global cues and FII inflows
2 hours ago · Positive sentiment
Moneycontrol
SEBI probes unusual trading pattern in mid-cap stocks ahead of results
4 hours ago · Alert — under review
Bloomberg India
IT sector rallies as dollar strengthens; TCS and Infy lead gains
5 hours ago · Positive sentiment
Business Standard
Adani Group shares dip after unverified social media reports circulate
6 hours ago · Misinformation risk detected
Reuters India
RBI holds rates steady; markets react with cautious optimism
8 hours ago · Positive sentiment
Financial Express
Pharma stocks under pressure after fake WHO advisory circulates on WhatsApp
10 hours ago · Flagged — fake advisory confirmed
// HOW SCOUT AGENT WORKS
A multi-layer AI investigation pipeline for financial misinformation detection
Live Market Monitoring
Continuously tracks 1,200+ NSE/BSE stocks using Yahoo Finance API, watching for anomalous price movements and volume spikes.
Z-Score Crash Detection
Statistical anomaly detection using rolling Z-score analysis flags stocks deviating significantly from their normal trading patterns.
Gemini AI Investigator
Multiple Gemini agents simultaneously analyze news, social signals, and company fundamentals to identify misinformation sources.
Multi-Source News Analysis
Scans 8+ financial news sources including ET, Moneycontrol, Bloomberg, and Reuters for relevant company and CEO news.
Rapid Response
When a crash is detected, Scout dispatches an investigation, generates a verdict, and issues an alert — all within 30 seconds.
Adaptive Feedback Loop
Model continuously improves by learning from confirmed misinformation events, reducing false positives over time.