---
title: Device and Behavior Intelligence for Smarter Fraud Detection
source_page: https://www.sardine.ai/device-and-behavior
canonical: https://www.sardine.ai/device-and-behavior
format: text/markdown
description: Fraudsters hide behind new devices, strange behavior, and obfuscation tools. Detect bots, deepfakes, and account takeover risk without disrupting good users
---

**Quick links:** [Human page](https://www.sardine.ai/device-and-behavior) · [Home](https://www.sardine.ai) · [Customers](https://www.sardine.ai/customers) · [Blog](https://www.sardine.ai/blog) · [Demo](https://www.sardine.ai/demo)

---

# Device and Behavior Intelligence for Smarter Fraud Detection

Fraudsters hide behind new devices, strange behavior, and obfuscation tools. Detect bots, deepfakes, and account takeover risk without disrupting good users

## The full story
behind every user
Device and behavior signals in a single, lightweight SDK. Analyze every customer touchpoint to identify advanced fraud patterns, without adding friction for legitimate users.

### Gain a complete view of the customer
Device and behavior signals combined in one SDK to distinguish real users from fraudsters. Insights from 6.5B+ profiled devices strengthen detection and reduce false positives.
### Integrate signals and rules
Translate raw device and behavior signals into 1,000+ risk features, including aggregations, that power the same rules engine across every customer session.
### Improve detection accuracy
Use ML trained on device and behavioral risk features to establish customer baselines and identify anomalous activity.
### Unmask fraudsters hiding their activity
Detect remote access tools, bots, and browser automation, uncover activity hidden behind proxies and VPNs, identify location/IP/OS mismatches, and detect AI deepfakes.

## Capture real user behavior across devices and sessions to flag risk early
### Device Intelligence
### Device Intelligence
Detect bots, deepfakes, and obfuscation tools with real-time device, network, and behavioral intelligence.
### Behavioral Biometrics
### Behavioral Biometrics
Analyze real-time user behavior to detect social engineering, bots, and account takeovers without adding friction for legitimate users.

## Learn why teams move their risk stack to Sardine
### “One of the key benefits of Sardine is the sheer volume of network data in their consortium. We can tap into a much broader pool of fraud insights, which helps us improve detection and stay ahead of new threats.”

## One agentic platform to fight financial crime
Unify data, automation, and intelligence to detect, investigate, and stop fraud in real-time.
### Data Consortium
Network intelligence from 6.5B+ devices and cross-platform fraud signals.
### AI Agents
AI agents that automate fraud detection, investigation, and decisioning workflows. 
### Case Management
Investigate alerts, collaborate with teams, and resolve fraud cases faster.
### Fraud Investigations
Visualize relationships between users, devices, accounts, and transactions.
### Rules & Workflows
Build flexible rules and automated workflows.
### Machine Learning
Adaptive models that continuously improve fincrime detection accuracy.

## Featured resources