Ayan Aggarwal

Building Unimind

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Unimind is building TruthLayer for fact-checking text, links, and social content, and Arka for detecting fraud intent and coercion in unknown calls.

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6d ago

Hi Product Hunt, I’m Ayan, founder of Unimind.

I started building this after working on TruthLayer, a consumer fact-checking system for WhatsApp forwards, links, and social content. While testing it, I realised that misinformation and fraud in India are not only content problems. A lot of harm happens inside private conversations: scam calls, OTP manipulation, fake customer care, digital arrest threats, remote-access scams, and financial coercion.

Unimind is my attempt to build an AI trust and safety infrastructure for this problem.

The current direction includes TruthLayer for fact-checking text, links, and social content, and Arka, an AI call guard that detects fraud intent and coercion inside unknown calls.

This is early. The goal of this launch is to open the work, find serious technical collaborators, speak with fraud/risk operators, and validate whether the strongest path is B2C, B2B, or a hybrid.