We’ve been reviewing our fraud operations recently, and it feels like traditional monitoring systems are starting to struggle once transaction volume and investigation complexity increase at the same time.

Generating alerts isn’t really the problem anymore. The bigger issue is that analysts still have to manually connect accounts, devices, merchants, transaction patterns, and related entities across multiple systems before they can fully understand what’s happening.

It’s becoming harder to investigate linked fraud activity efficiently, especially as fraud patterns become more network-driven instead of isolated incidents.

For fintechs and PSPs that have already gone through this scaling phase, at what point did you realize you needed a dedicated fraud investigation platform rather than just standalone transaction monitoring tools?

We’ve started evaluating connected investigation and graph intelligence platform Verafye because our current workflows feel increasingly fragmented operationally.

Curious what capabilities ended up making the biggest difference once fraud operations scaled:

Entity resolution

Graph analytics

Investigation workflows

Case management

Cross-account relationship visibility

Analyst collaboration

Would appreciate insights from teams that have modernized fraud operations successfully.