Look for PCI compliance, tokenization, and solid fraud filtering tools. A system that includes a White Label PSP option lets you keep your branding consistent without sacrificing security. Check if the provider uses 3D Secure 2.0 and offers customizable risk rules. Reviewing their logging and monitoring tools helps you understand how issues are detected. I usually prefer gateways with transparent incident histories.