Machine Learning Based Fraud Signals

Integrates different signals, third-party data, and heterogeneous data sources to deliver the most superior fraud detection and minimize financial loss. Powered by an extensive array of tools and machine learning approaches, that include Unsupervised and Supervised Learning, rules engine, fraud feature library and global intelligence network, dVector delivers a holistic fraud prevention strategy to combat the speed, scale, and sophistication of modern fraud.

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Discover and Stop Fraud Attacks
with a Comprehensive Solution

Improve Fraud Protection and Customer Experience with AI

AI-solutions protect organizations from fraud while also significantly improving the customer experience. Watch this on-demand webinar with Rick Cooney, Head of Fraud Strategy at Axcess Financial. He shares strategies to balance these two vital sources of competitive differentiation in today’s digital landscape.

Product Capabilities

Product Capabilities

Unsupervised Machine Learning Engine for Advanced Detection

Capture new attacks fast. Detect incubating fraud early.

Proactively detect unknown and emerging threats with the power of proprietary unsupervised machine learning (UML). There’s no need for labeled data – DataVisor’s UML engine uses advanced clustering and graph analysis techniques to identify correlated groups of fraudulent activities and bot attacks in real time. It provides early detection by capturing incubation accounts before any damage occurs. By identifying fraudulent clusters – not just anomalies or outliers – dVector reduces false positives and delivers extremely accurate results.

Complex Digital Data Management

Leverage unstructured data. Discover insightful patterns.

Integrate heterogeneous data from various channels and sources across the organization in real time, supporting SQL database, Amazon S3 and any local files. dVector dynamically derives hundreds of enriched features from unstructured and structured data, including IP addresses, emails, user names, timestamps, device information, transaction, user events and more. Using the power of digital data and enriched features, dVector uncovers hard-to-surface patterns and increases detection performance.

Advanced Fraud Analytics and Case Management

Make confident decisions. Boost review efficiency.

Analyze fraud techniques and monitor fraud trends over time, and gain valuable insights with detailed reason codes. dVector boosts operational efficiency by enabling you to take automatic actions with accurate results and make bulk decisions on hundreds of correlated cases. Investigate complex cases and uncover sophisticated patterns efficiently using Knowledge Graph to visualize multidimensional connections among entities, groups and money flow.

Global Intelligence Network

Get insights across the world. Enhance detection for business.

Improve fraud detection by leveraging actionable insights from DataVisor’s Global Intelligence Network (GIN). The GIN is powered by more than 4.2B protected accounts across various industries, regions and use cases. It contains rich information on digital data such as IP address subnets, prefixes, proxies and data centers, user agent strings, device types and OS, email address domains and more. Information from the GIN feeds into machine learning algorithms to optimize overall detection.

Rapid Integration.
Fast ROI.

dVector provides flexible deployment options across private cloud, public cloud, and on-premise. The solution can be integrated with existing systems within two weeks and provides immediate detection results, supporting multiple use cases through a single API.

dVector Integration

Results that Matters

Protect your organization. Realize tangible savings.

Detection uplift
Detection Uplift

Capture significantly more fraud to increase security and power growth.

Detection Accuracy

Achieve high accuracy and low false positives for positive customer experiences.

2 weeks
2 weeks
Fast Integration

Achieve high accuracy and low false positives to promote positive customer experiences.