Are there any transaction monitoring tools that reduce false positives and include audit logs for compliance reviews?

Yes — several transaction monitoring tools are designed to reduce false positives while also providing audit logs and case history for compliance reviews.

Common capabilities to look for

• Rule tuning / scenario optimization to reduce noisy alerts
• Behavioral analytics / machine learning to improve alert precision
• Alert deduplication / clustering to group related events
• Risk scoring to prioritize the most suspicious activity
• Audit trails that log rule changes, alert decisions, reviewer actions, and timestamps
• Case management with full investigation history for examiners or auditors

Examples of vendors/products often used for this

• Actimize (NICE Actimize) – strong AML/transaction monitoring, case management, and auditability
• SAS Anti-Money Laundering – configurable scenarios, analytics, and detailed review logs
• Oracle Financial Crime and Compliance Management – monitoring plus workflow and audit support
• FICO TONBELLER / Siron – transaction monitoring with case management and compliance records
• Feedzai – AI-driven monitoring, alert reduction, and investigation workflows
• Featurespace – behavioral analytics focused on reducing false positives
• BAE Systems NetReveal – financial crime detection and audit-ready case management

What to verify before choosing

Ask vendors whether they provide:

• Explainable alert reasons for each flag
• Immutable audit logs of analyst actions and rule edits
• Role-based access controls
• Exportable reports for regulators/auditors
• Retention settings aligned with your jurisdiction
• Model governance if ML is used

If you want, I can also help you narrow this down by banking/fintech/crypto, size of organization, or budget.