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Area 06 / 07

Security & anti-fraud

Detecting scams, protecting payments and keeping evidence of every decision.

01

Adaptive Financial Security

Prototype · 2026

Built at Hack the Andes View demo

A multi-agent protection layer for banks, between the risk engine and payment execution: if someone tries to scam you, it pauses the payment, investigates the receiving account and, if it's a money mule, protects the next victim. Built at Hack the Andes.

Context & problem

The hackathon security track (scams, extortion and impersonation) and the AML alert investigation challenge.

What was built

Non-AI rules detect the risk and hold the money before any agent is called. A coordinator then activates specialists (a Guardian on the customer side and a Detective on the receiving account), a deterministic policy engine decides (allow, verify, pause or escalate), and an Auditor builds a case file with cited evidence for an analyst to confirm. The LLM reasons; it does not decide about the money.

Prototype with 100% synthetic data and 485 automated tests.

Routes considered · Outcome: Case being documented. I'll walk you through it on a call.

Role
Team 0x1718 · Hack the Andes
Services
Applied AI · Custom software
Stack
TypeScript · LLM agents · Deterministic policy engine

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