Combating Fake News Across India
before it spreads.

An AI-powered intelligence platform detecting and mapping misinformation across 34+ Indian news sources, 20+ regional languages, and all 36 States & Union Territories in real-time.

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Platform Reach

Pan-India Intelligence at Scale

Key metrics showcasing real-time detection across Indian states, languages, and news outlets.

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36
States & UTs
100% Pan-India Coverage

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91%
Model Accuracy
5-Model Ensemble Classifier

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34+
News Outlets
Ingested Every 2 Minutes

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20+
Indian Languages
IndicBERT Multilingual Support

AI Architecture

Multi-Layer Detection Engine

Every news story passes through five specialized NLP & spatial verification layers before issuing a verdict.

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Layer 01

Multilingual Regional NLP

Pre-trained transformer architecture parsing headlines and article text in Hindi, Tamil, Telugu, Bengali, Marathi, and 15+ Indian regional dialects.

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Layer 02

Fact-Check Cross-Reference

Cross-references incoming stories against verified debunked claims from Alt News, Boom Live, Quint WebQoof, and India Today Fact Check.

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Layer 03

Real-Time Ingestion Engine

Monitors RSS feeds from TOI, The Hindu, NDTV, Indian Express, and GDELT global event indexes through concurrent asynchronous streaming.

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Layer 04

Geospatial Entity Mapping

Extracts location references across 200+ Indian districts and maps every event directly onto the interactive national heatmap.

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Layer 05

5-Model Ensemble Classifier

Combines linguistic sentiment analysis, publisher trust scoring, Naive Bayes, Random Forest, and neural classification for high accuracy.

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Layer 06

Local-First Architecture

Engineered for zero operational cost with on-device caching, local SQLite storage, and instant offline-fallback intelligence.

How It Works

From News Flash to Heatmap in Milliseconds

A look inside the automated verification pipeline processing millions of articles daily.

Ingestion & Parsing

Streams real-time RSS feeds and GDELT open-source news events across all major Indian media outlets.

NLP Entity Extraction

Identifies key claims, entities, dates, and geographic locations using IndicBERT tokenization.

Ensemble AI Scoring

Evaluates claim validity against fact-checking databases and calculates a multi-model confidence score.

Spatial Heatmap Render

Plots risk density onto the interactive India map, highlighting emerging misinformation hotspots.

Frequently Asked Questions

Understanding the Platform

Everything you need to know about our AI-powered misinformation detection system.

IndicBERT is an ALBERT-based multilingual model pre-trained on 12 major Indian languages (and fine-tuned for 20+ dialects). It captures unique semantic nuances, script variations, and local idioms that traditional English-only models miss.

Our 5-model ensemble classifier achieves an average accuracy of 91% on benchmark datasets by combining linguistic pattern recognition, source domain reputation, and direct cross-referencing with certified IFCN fact-checking networks.

The ingestion engine polls top Indian RSS feeds every 2 minutes and processes GDELT global news events continuously via Server-Sent Events (SSE), ensuring near-instant updates on the interactive heatmap.

You can visit our dedicated Analytics Dashboard page to explore real-time charts, event breakdowns, accuracy metrics, and system status health logs.

Combating Fake News Across India before it spreads.