Fraud Detection Software Resources
Articles, Glossary Terms, Discussions, and Reports to expand your knowledge on Fraud Detection Software
Resource pages are designed to give you a cross-section of information we have on specific categories. You'll find articles from our experts, feature definitions, discussions from users like you, and reports from industry data.
Fraud Detection Software Articles
AI in Fintech: Use Cases and Impact
Artificial intelligence (AI) has proven useful to financial services institutions in multiple ways. From detecting potentially fraudulent charges to automating complex credit and loan processes, AI-powered fintech has proven invaluable when it comes to internally engineering value for financial services institutions.
by Patrick Szakiel
Fraud Detection Software Glossary Terms
Explore our Technology Glossary
Browse through dozens of terms to better understand the products you purchase and use everyday.
Fraud Detection Software Discussions
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Can Unit21 support multiple products or payment rails within a single platform?
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Yes. Many financial institutions today operate across multiple products and payment channels, such as ACH transfers, wire payments, card transactions, and cryptocurrency transfers. Unit21 is designed to monitor activity across these environments within a single platform.
Organizations can ingest signals from different financial products, payment processors, or transaction systems and apply monitoring logic that reflects the specific risk patterns associated with each channel.
By consolidating monitoring and investigations into a unified operational environment, Unit21 helps risk teams gain a holistic view of suspicious activity across their entire ecosystem rather than managing separate tools for each payment rail.
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How does Unit21 ensure transparency and explainability in AI-driven decisions?
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Transparency is critical for financial crime programs, especially in regulated industries. Unit21 is designed so that risk teams always maintain visibility into how alerts are generated and how investigations progress.
Detection rules, monitoring thresholds, and workflow decisions are fully visible and configurable within the platform. Analysts can review the signals that triggered an alert, examine related transactions, and understand the investigation path taken.
AI agents support analysts by surfacing relevant data and summarizing case information, but they do not operate as opaque “black box” systems. Instead, they help investigators interpret signals and document decisions in a clear and auditable way.
This approach allows organizations to benefit from AI-assisted risk operations while maintaining the transparency and explainability required for regulatory compliance.
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Question on: Unit21
Does Unit21 use machine learning or AI in fraud detection?Does Unit21 use machine learning or AI in fraud detection?
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Yes. Unit21 incorporates AI throughout the financial crime operations lifecycle to help risk teams detect suspicious activity and investigate cases more efficiently.
The platform combines configurable detection rules with AI-driven analysis that helps identify patterns, surface anomalies, and provide additional context during investigations. These capabilities allow risk teams to analyze large volumes of transactions and behavioral signals while maintaining control over monitoring strategies.
Unit21 also uses AI agents that assist analysts during investigations. These agents help organize alerts, highlight relevant signals, and generate investigation summaries that support faster case resolution. Analysts remain fully in control of final decisions while benefiting from AI-assisted workflows that reduce manual effort.
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Fraud Detection Software Reports
Mid-Market Grid® Report for Fraud Detection
Spring 2026
G2 Report: Grid® Report
Grid® Report for Fraud Detection
Spring 2026
G2 Report: Grid® Report
Enterprise Grid® Report for Fraud Detection
Spring 2026
G2 Report: Grid® Report
Momentum Grid® Report for Fraud Detection
Spring 2026
G2 Report: Momentum Grid® Report
Small-Business Grid® Report for Fraud Detection
Spring 2026
G2 Report: Grid® Report
Enterprise Grid® Report for Fraud Detection
Winter 2026
G2 Report: Grid® Report
Small-Business Grid® Report for Fraud Detection
Winter 2026
G2 Report: Grid® Report
Mid-Market Grid® Report for Fraud Detection
Winter 2026
G2 Report: Grid® Report
Grid® Report for Fraud Detection
Winter 2026
G2 Report: Grid® Report
Momentum Grid® Report for Fraud Detection
Winter 2026
G2 Report: Momentum Grid® Report


