05 · India AI Impact Buildathon, Top 2% of 40,000+ · 2026
ScamShield
Scammers interview their victims. ScamShield flips the desk: autonomous agents answer the calls, waste the scammer's time, and extract the attacker's own infrastructure as intelligence.
Adaptive LLM personas keep targets engaged long enough to give up UPI IDs, account numbers, and phone numbers with 98% extraction accuracy.
HONEYPOT SESSION REPLAY · EXTRACTION ACCURACY 98%
Persona choreography
Personas shift under pressure: a confused shopkeeper becomes a cautious student becomes a suspicious uncle. The state machine escalates only when the scammer commits identifiable fraud markers.
Everything extracted flows into a live dashboard over 13 REST APIs: active campaigns, extraction rates, and the full transcript trail.
Defensive by construction
Agents never initiate contact, never pay, never escalate beyond conversation. The product is intelligence for the people who shut scams down.