Banks Abandon Siloed Security in Race to Tackle Hybrid Financial Crime

A quiet transformation is underway within the risk management divisions of major financial institutions. Faced with increasingly sophisticated threats and mounting cost pressures, banks and insurers are moving away from fragmented security systems toward unified platforms designed to combat fraud and money laundering simultaneously. Analysts note that this shift, previously the domain of smaller regional players due to budget constraints, is now being adopted by tier-two and larger financial entities as the operational lines between distinct criminal activities continue to blur.

Background and Context

For years, financial institutions maintained separate operational towers for enterprise fraud management (EFM) and anti-money laundering (AML). However, this division is becoming increasingly untenable in the face of evolving business processes. The distinction between detecting a fraudulent transaction and tracing laundered funds has evaporated, particularly as criminals increasingly employ tactics like phishing and social engineering to facilitate both theft and money laundering.

This operational evolution coincides with heightened regulatory scrutiny. In the United States, the Financial Crimes Enforcement Network (FinCEN) has intensified its focus on specific areas such as independent financial advisor AML compliance and reporting for cash-heavy, non-financed real estate purchases. These complex vectors require a more holistic view of financial risk than siloed legacy systems can provide.

Key Figures and Entities

The transition is being driven by a coalition of technology analysts and financial compliance officers. Industry observers, including analysts at Forrester, have re-categorized this sector under the banner of "Financial Crime Management Solutions" (FCMSes) to reflect the convergence of these disciplines. The firm anticipates the release of new evaluative research on this unified landscape in early 2026.

The change in strategy involves a broad range of actors, from data scientists and human investigators to "agentic" AI systems designed to handle alert routing and case management. The consolidation of these roles into single, unified departments is a direct response to the imperatives of modern banking governance and the rising cost of specialized labor.

Legal and Financial Mechanisms

At the heart of this consolidation is the inefficiency of "dual stacks"—maintaining separate technological infrastructures for fraud and AML. Traditional, siloed tools have proven ineffective at supporting modern AI agents, often requiring vendors to write separate models for fraud and AML defenses. This redundancy is expensive and operationally inefficient.

Unified FCMS platforms aim to solve this by centralizing the risk scoring of entities—such as names, phone numbers, email addresses, and accounts—into a single workflow. This mechanism allows for the simultaneous monitoring of customer and payment sanctions alongside transaction monitoring. By leveraging a unified agentic AI architecture, financial institutions hope to automate the investigation of alerts and report writing, thereby reducing the need for separate teams of compliance professionals and achieving significant labor cost reductions.

International Implications and Policy Response

The move toward unified financial crime management signals a broader recognition that global criminal networks do not distinguish between fraud and money laundering. As international regulators close loopholes in specific sectors, the ability of financial institutions to cross-reference data across traditional boundaries becomes critical for regulatory compliance.

The industry pivot suggests that future policy responses will likely require similar technological integration. As regulators demand more granular reporting on complex asset flows, the financial sector's adoption of FCMSes represents a proactive step toward closing the systemic gaps that sophisticated actors exploit. Analysts predict that through 2026, the market for these consolidated solutions will expand as institutions race to align their defenses with the evolving nature of global financial crime.

Sources

This report draws on analysis from Forrester industry research, FinCEN regulatory guidelines, and publicly available financial sector trends regarding fraud and AML consolidation.