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
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Fraud Detection Software Discussions
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Question on: Unit21
How does Unit21 support compliance requirements (e.g., AML, sanctions, SAR filings)?
How does Unit21 support compliance requirements (e.g., AML, sanctions, SAR filings)?
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Unit21 provides built-in infrastructure for managing regulatory compliance across the full financial crime lifecycle. The platform supports transaction monitoring, sanctions screening, and investigation workflows while maintaining the audit trails required for regulatory reporting.
AI agents assist analysts by organizing case data, generating investigation summaries, and preparing documentation for regulatory filings. This significantly reduces the time required to prepare Suspicious Activity Reports (SARs) while maintaining transparency and human oversight.
Unit21 also supports CTR monitoring, sanctions and PEP screening, entity mapping, and structured exports for regulatory reporting systems such as FinCEN and goAML. These capabilities allow compliance teams to move from detection to investigation to filing within a single platform.
Many organizations report substantial efficiency improvements, including reducing SAR preparation time from approximately 90 minutes to around 20 minutes using Unit21’s workflow templates.
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Question on: Unit21
What does “no-code rule engine” mean, and why is it important?
What does “no-code rule engine” mean, and why is it important?
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A no-code rule engine allows risk and compliance teams to build, test, and deploy detection logic without writing code or relying on engineering teams. Analysts can configure rules, thresholds, and monitoring logic directly within the platform, enabling faster responses to emerging fraud patterns.
This capability is especially valuable in fast-moving financial environments where fraud tactics evolve quickly. Instead of waiting weeks for engineering support, teams can adjust detection strategies in minutes.
When combined with Unit21’s AI agents and AI-powered detection capabilities, the rule engine becomes significantly more powerful. Beyond manual rule creation, AI can actively assist analysts by generating and improving detection logic:
-> Create rules from natural language: Analysts can describe suspicious behavior in plain language, and AI translates it into fully structured detection rules.
-> Recommend rule optimizations: AI analyzes performance and suggests improvements to existing rules, including thresholds, variables, and trigger conditions, along with clear justifications.
-> Embed AI directly into rules: AI signals can be used as dynamic variables within rules, enabling more adaptive and context-aware monitoring.
This creates a feedback-driven system where detection continuously improves based on both human expertise and machine intelligence. The result is a more adaptive risk program where teams can iterate quickly, reduce false positives, and respond proactively to new threats.
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Question on: Unit21
Who are the primary industries and use cases that Unit21 serves?
Who are the primary industries and use cases that Unit21 serves?
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Unit21 is widely used by fintechs, neobanks, traditional financial institutions, and cryptocurrency platforms that need modern infrastructure for managing financial crime risk. The platform is also well-suited for complex financial ecosystems such as payment processors, marketplaces, brokerages, and Banking-as-a-Service (BaaS) programs.
These organizations rely on Unit21 to unify fraud prevention and detection, AML monitoring, and investigation workflows within a single operational environment. AI-assisted workflows help teams manage increasing volumes of alerts without expanding headcount, while maintaining regulatory compliance.
Companies such as Intuit, Crypto.com, Service Credit Union, Greendot, Sallie Mae, Rippling Brex, and America First Credit Union use Unit21 to operate scalable fraud and AML programs across growing financial products and customer bases.
Industries served include:
Fintechs and neobanks, Banks and credit unions, Cryptocurrency platforms and exchanges, Payment processors, Marketplaces and BaaS providers
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Fraud Detection Software Reports
Mid-Market Grid® Report for Fraud Detection
Summer 2026
G2 Report: Grid® Report
Grid® Report for Fraud Detection
Summer 2026
G2 Report: Grid® Report
Enterprise Grid® Report for Fraud Detection
Summer 2026
G2 Report: Grid® Report
Momentum Grid® Report for Fraud Detection
Summer 2026
G2 Report: Momentum Grid® Report
Small-Business Grid® Report for Fraud Detection
Summer 2026
G2 Report: Grid® Report
Enterprise Grid® Report for Fraud Detection
Spring 2026
G2 Report: Grid® Report
Small-Business Grid® Report for Fraud Detection
Spring 2026
G2 Report: Grid® Report
Mid-Market Grid® Report for Fraud Detection
Spring 2026
G2 Report: Grid® Report
Grid® Report for Fraud Detection
Spring 2026
G2 Report: Grid® Report
Momentum Grid® Report for Fraud Detection
Spring 2026
G2 Report: Momentum Grid® Report


