The engine

AI-driven dark-web intelligence engine

Varuna crawls 2,000+ sources across the deep and dark web and runs them through local LLMs that turn the noise into correlated identity intelligence — continuously. An AI engine, not a product you log into. We built it.

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Varuna — in Vedic myth, keeper of the cosmic waters who sees every deed, even in darkness. The engine surfaces what's hidden below.

How it works

Noise in. Correlated identity intelligence out.

A continuous pipeline where local LLMs turn raw dark-web data into actionable exposure — parsing, correlation and scoring run in-house.

Local-LLM pipeline · continuous

Sources

2,000+ feeds across Tor, I2P, clearnet, Telegram, markets and leak sites.

Collect

Continuous capture and triage of dumps, logs and chatter as they post.

Normalize

A local LLM parses and de-duplicates raw leaks into clean, structured records.

Correlate

LLM-driven entity resolution links scattered fragments into one identity graph.

Intelligence

Model-scored exposure you can act on — or hand to investigators.

▸ feeds ExposeLens · LEA investigations · JDT engagements

Coverage

Where it looks.

Varuna reaches the places exposure actually surfaces — the hidden corners of the deep and dark web, with real depth across global and India-specific sources.

2,000+ sources Tor I2P Clearnet Telegram Marketplaces Ransomware leak sites Paste sites Stealer logs Combolists Global + India depth

Correlation

Fragments become identities.

An email here, a password there, a username in a forum dump, a wallet in a paste. Varuna links them with local-LLM entity resolution into a single resolved identity — the graph an attacker would assemble by hand, built automatically.

Downstream