Fraud detection platform built for SaaS abuse.
Dregs combines device intelligence, real-time identity scoring, behavioral analytics, and an identity graph into one fraud detection platform — all running automatically over your existing event stream. Each capability is useful on its own. Together, they catch the abuse that any single signal would miss.
Fraud Detection
The full Dregs platform in one overview. AI-assisted fraud detection for SaaS, and how it differs from enterprise transaction-fraud tooling.
Device Fingerprinting
Cookieless device identification that survives incognito mode, VPNs, and cleared cookies. The foundation of every shared-device, repeat-signup, and duplicate-account signal Dregs produces.
Identity Scoring
Every user gets four continuous identity scores — Humanity, Authenticity, Uniqueness, and Behavior — updated as events arrive. A single, current fraud-risk view per user identity.
Behavioral Analytics
Bots, scrapers, and abusers leave behavioral fingerprints that are far harder to fake than email addresses or IP ranges. Continuous behavioral analytics from the same event stream you'd send to product analytics.
UEBA for SaaS
User and Entity Behavior Analytics, but pointed at external SaaS users instead of enterprise insider threats. The same analytical pattern, shaped for product and engineering teams.
Identity Graph
Dregs links related accounts automatically through shared devices, IPs, sessions, names, emails, and behavioral overlap. Multi-account fraud rings unwind in a few graph hops.
Every Dregs plan includes the full platform. Plans start at $17/month — see the pricing page for details, or jump into the use cases to see the platform applied to specific abuse patterns.
Protect your SaaS from the dregs of internet society.
Dregs automatically flags suspicious devices and malicious users, stopping them from abusing your free trials, misusing your app, and polluting your analytics.
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