We wanted better post-login fraud detection, but we didn't want to create another queue of alerts for our team. After adding CrossClassify, manual investigation time dropped by 58%, while we identified 4x suspicious sessions in the first six weeks that our existing controls hadn't surfaced.

Nick Chang

COO, Helfie

Our concern wasn't whether we needed more visibility, we knew we did. It was whether getting it meant rebuilding the WAF and MFA setup we already had. CrossClassify was running alongside our existing stack in under 48 hours, and within the first month it surfaced 37 suspicious sessions we wanted our team to investigate.

Dr Merran Cooper

CEO, Touchstone Life Care

We weren't debating whether we needed better visibility on our developer portal logins, that part was obvious. What held us back was assuming it meant standing up a whole new alerting pipeline for the team to babysit. CrossClassify slotted in without adding a single new queue, and it cut our team's manual login review time by 46% within the first three weeks.

Anastas Manojlovski

CEO, Roast my IVR

We knew our enterprise SSO logins needed tighter monitoring, no argument there. The hesitation was purely about whether it meant rearchitecting how access works across Teams, WhatsApp, and email sharing. CrossClassify ran alongside our existing setup with zero changes to that flow, and over the following two months it surfaced 3x more suspicious sessions than our previous setup ever caught.

Ali Najmi

CEO, SharePad