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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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Device intelligence
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.
Behavioral signals
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

  1. Bot detection rate.
  2. Device spoofing and emulator rate.
  3. Repeat-abuse reduction.
  4. False-positive rate.

Privacy & Compliance

Regional storage and configurable retention windows.

Data minimization
Only necessary signals are retained for risk decisions.
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Encryption
Data is encrypted in transit and at rest.
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Retention windows
Retention windows are configurable by region and policy.
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Regulatory alignment
Aligned with AML/CTF, privacy, and audit requirements.
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