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Fraud Prevention Articles

Browse 2 Gruv blog articles tagged Fraud Prevention. Settlement, reconciliation, and finance ops patterns for marketplaces.

Deep Dives23 min read

What Is Know Your Artist (KYA)? How Music Platforms Stop Streaming Fraud Before It Starts

So this piece stays practical. You will see where basic identity checks end, where KYA adds real value, and where enhanced review is worth the extra operational load. You will also see a failure mode many teams miss: collecting signals without a clear action path. A flag that does not route to a defined approve, hold, or reject decision is not much of a control.

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Deep Dives23 min read

Fraud Prevention in Agentic Commerce When Bots Have Wallets

Agentic commerce fraud prevention starts with a simple operating truth: a transaction can be fast, clean, and apparently authorized, and still create fraud, policy, or legal exposure. For founders and operators, that makes launch sequencing at least as important as model tuning. The real question is not just whether AI shopping agents can buy on your platform, but where your permissions, controls, and support capacity are strong enough to let them.

fraud preventionagentic commercebots have wallets+2 more
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