Frogo

Pros: High performance
Fast processing speed
Flexible rule system
Effective fraud detection
Slack integration
Transparency and usability

Cons: At this stage of our work, no disadvantages have been identified.

Overall: We’ve been stress-testing Frogo during our busiest season, and so far it hasn’t slowed down once. Our traffic doubles on weekends, and the scoring engine still returns results in under half a second. That speed matters because our checkout flow is sensitive - any delays cause drop-offs. Another plus is the flexibility of the rule system. We set up layered conditions that look at device fingerprinting, transaction velocity, and network location all together. In one case, it flagged a fraud ring trying to mask itself with VPNs. The graph tool made the connections clear - dozens of accounts linked by shared devices and recycled emails. Our team was able to shut them down in a single day. I also appreciate how alerts integrate directly with Slack. Instead of digging into dashboards all the time, the fraud team gets pinged instantly. That cuts our reaction time down to minutes. Overall, it’s not flawless, but Frogo combines speed, transparency, and usability in a way that fits how we actually work.

Pros: The scoring engine is surprisingly easy to use.

Cons: N/A.

Overall: I don’t have to code, and can still create and tweak rules on my own. Also, the rule changes apply instantly, which is great during traffic spikes.