Flowshield.ai

Hi everyone,

I'm currently building AI-powered fraud detection platform for fintechs, SaaS companies, and e-commerce businesses.

The idea is to provide a simple API that analyzes transactions in real time, assigns a fraud risk score, and helps businesses block suspicious activity before financial losses occur.

I'm still in the early stages and validating the problem before building the full product.

A few questions for founders:

• Have you ever experienced payment fraud or account abuse?

• Which fraud detection tools have you used?

• What do you like or dislike about them?

• Would you consider using an affordable, API-first fraud detection platform?

I'm looking for honest feedback, not customers at this stage. If you've built in fintech, cybersecurity, or payments, I'd really appreciate your thoughts.

Thanks!

I'm a computer science student building , An AI-powered fraud detection platform for digital payments.

The goal is simple: help startups, fintech companies, and online businesses detect fraudulent transactions in real time without needing an expensive enterprise solution.

Current focus:

• Fraud risk scoring

• Transaction monitoring

• Machine learning-based anomaly detection

• Dashboard for alerts and analytics

I'm still validating the idea and talking to potential users.

A few questions:

1. If you run a SaaS, fintech, or e-commerce business, how do you currently handle fraud?

2. What's the biggest challenge with existing solutions?

3. Would you pay for a lightweight fraud detection API?

Any feedback is appreciated.