Device Intelligence - Signals, Risk & Trust
Detect emulators, bots, and risky environments in real time.Link sessions across devices to stop repeat abuse.
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Core Value
- High-fidelity device fingerprinting and linking.
- Detects emulators, headless browsers, and proxies.
- Behavioral signals for automation and bot detection.
- Risk scoring for login, signup, and payments.
- Privacy-first by design with minimal PII.

What Device Intelligence Does
- Profiles device integrity at every session.
- Detects sudden device changes and spoofing.
- Creates clusters of related devices and users.
- Supports rule-based and ML risk decisions.
- Enables step-up only when needed.
What You'll Measure
- Bot detection rate.
- Device spoofing and emulator rate.
- Repeat-abuse reduction.
- False-positive rate.
Privacy & Compliance
Regional storage and configurable retention windows.



