# Banks are connecting fraud and AML defenses but still missing links

- Link: https://www.thailand-business-news.com/pr-news/banks-are-connecting-fraud-and-aml-defenses-but-still-missing-links
- Published: 2026-10-28T21:59:00+07:00
- Author: PR Newswire

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_71% of financial institutions are converging detection technology, yet 86% report
missed links between fraud and money laundering, finds global survey by Datos Insights
and SAS_

CARY, N.C., Oct. 28, 2026 /PRNewswire/ — Financial institutions are increasingly
integrating their fraud and anti-money laundering (AML) systems, but intelligence
and governance gaps remain. New [**fraud and AML convergence**](https://edge.prnewswire.com/c/link/?t=0&l=en&o=4808706-1&h=2222970736&u=https%3A%2F%2Fwww.sas.com%2Fen%2Foffers%2Ffinancial-crime-is-connected-are-your-defenses.html&a=fraud%C2%A0and+AML+convergence)**
research** from Datos Insights, commissioned by data and AI leader SAS, finds 86%
report missed links between fraud activity and money laundering.

What did a global survey of fraud and financial crime executives reveal about the
convergence of fraud and AML, commonly known as FRAML? Dive into the latest report
from Datos Insights and SAS.

[**_Fraud and AML Convergence: Closing the Speed Gap_**](https://edge.prnewswire.com/c/link/?t=0&l=en&o=4808706-1&h=2373859384&u=https%3A%2F%2Fwww.sas.com%2Fgms%2Fredirect.jsp%3Fdetail%3DPLN78489_1192458994&a=Fraud+and+AML+Convergence%3A+Closing+the+Speed+Gap)–
based on a survey of 165 fraud and AML executives across 21 countries in seven global
regions – examines the convergence of fraud prevention and AML compliance, commonly
called **FRAML**. The report argues that real-time payments now move funds faster
than institutions can connect their fraud and AML intelligence and intervene. Experts
from Datos Insights, SAS and Amazon Web Services (AWS) will discuss the study’s 
findings in a **live **[**"Future of FRAML" webinar**](https://edge.prnewswire.com/c/link/?t=0&l=en&o=4808706-1&h=346932667&u=https%3A%2F%2Fwww.sas.com%2Fgms%2Fredirect.jsp%3Fdetail%3DPLN78489_245143847&a=%22Future+of+FRAML%22+webinar)
on Nov. 2 (available later on demand).

"Fraud and AML teams can look at different pieces of the same risk and still miss
the connection," said Serpil Hall, Strategic Advisor for Fraud and AML at Datos 
Insights. "Technology can help bridge those gaps, but technology alone is not the
answer. The institutions making progress are also connecting data, case management,
investigations and information sharing so they can see more of the risk in broader
context and act sooner."

**Shared infrastructure ≠ shared intelligenceHistorically, banks’ fraud and [anti-money laundering](https://edge.prnewswire.com/c/link/?t=0&l=en&o=4808706-1&h=809840636&u=https%3A%2F%2Fwww.sas.com%2Fen_us%2Finsights%2Ffraud%2Fanti-money-laundering.html&a=anti-money+laundering)
units were not designed to operate as a unified function. Each answers to different
regulations and runs on different legal clocks. Institutions are closing the gap
where it’s least disruptive: the technology. Meanwhile, changes that require people
and process shifts lag behind. The result is connected systems but disconnected 
intelligence.

 ◦ **71%** are actively converging fraud and AML detection and monitoring technology,
   but **only 13%** are doing the same for governance, policies and organizational
   structure.
 ◦ **72%** run fraud and AML analytics on shared infrastructure but keep separate
   models and processes; **just 1%** report sharing data, models, infrastructure
   and governance across both functions.
 ◦ **87%** describe their ability to build a unified view of customer risk across
   fraud and AML as partial, with significant gaps.

Silos remain the biggest barrier to greater alignment between fraud and AML. Nearly
9 in 10 (**88%**) institutions rate organizational silos, including separate reporting
lines, as a primary or major barrier, ahead of technology limitations (**73%**) 
and data governance and quality issues (**70%**).

The strain is felt in day-to-day operations, too: **64%** cite legacy technology
among their biggest internal challenges, while **63%** call out high false-positive
rates.

**Inside the speed gap: real-time payments, next-day detection[Fraud systems](https://edge.prnewswire.com/c/link/?t=0&l=en&o=4808706-1&h=1297091760&u=https%3A%2F%2Fwww.sas.com%2Fen_us%2Fsoftware%2Ffraud-decisioning.html&a=Fraud%C2%A0systems)
score transactions in milliseconds, while AML monitoring typically runs after the
fact, often in overnight batches. As real-time payments become the norm, the margin
between the two is fading.

Nearly three-quarters of institutions (**73%**) say their fraud and AML teams share
data often or always during active investigations. That figure drops to **just 17%**
for automated monitoring – the layer that works without someone needing to notice
a problem first. The result is often a connection made _after_ an investigation 
is initiated rather than one flagged automatically before money moves.

Operating separately carries measurable consequences, too, including duplicate alerts
or cases, cited by **81%** of institutions, and higher operating costs from duplicated
teams or technology (**71%**).

"Financial crime convergence is a risk problem, not just a compliance exercise,"
said Stu Bradley, Senior Vice President of Risk, Fraud and Compliance Solutions 
at SAS. "Regulators will increasingly expect institutions to identify and prevent
illicit behavior before the money laundering even starts. That’s only possible when
fraud and AML are working from the same strategic playbook and sharing data up front."

**FRAML, from concept to market realityThe research findings arrive as fraud and
AML convergence evolves from a long-discussed industry concept into a real-world
operating model. Urgency is increasing as AI-charged scams, deepfakes, mule networks
and real-time payments further blur traditional boundaries between fraud and money
laundering.

"Many of the banks I speak with are already sharing data or exploring common case
management, with the aim of getting fraud and AML working closer to real time," 
added Hall.

For institutions still early in the process, the report outlines practical first
steps, such as connecting their existing [**fraud and financial crime compliance solutions**](https://edge.prnewswire.com/c/link/?t=0&l=en&o=4808706-1&h=4221593726&u=https%3A%2F%2Fwww.sas.com%2Fen_us%2Findustry%2Fbanking%2Fsolution%2Ffraud-financial-crimes-compliance.html&a=fraud%C2%A0and+financial+crime+compliance+solutions)
rather than replacing them.

"Institutions don’t have to rip and replace their entire financial crime ecosystem
to make progress," said SAS’ Bradley. "Modernize step by step. Start with the risks
that matter most, strengthen data sharing across the monitoring lifecycle and ensure
a shared investigative environment."

To explore how institutions can put the report’s findings into practice, AWS and
Datos Insights will join SAS for the live webinar [**_Breaking the Silos: What Global Banks Reveal About the Future of FRAML_**](https://edge.prnewswire.com/c/link/?t=0&l=en&o=4808706-1&h=2894924919&u=https%3A%2F%2Fwww.sas.com%2Fgms%2Fredirect.jsp%3Fdetail%3DPLN78489_245143847&a=Breaking+the+Silos%3A+What+Global+Banks+Reveal+About+the+Future+of+FRAML)
on Nov. 2 at 10 a.m. EST / 4 p.m. CET, with on-demand viewing to follow.

Experts will discuss how banks are approaching fraud and AML convergence, the barriers
slowing progress, and where data, analytics and AI can help institutions connect
signals and identify financial crime earlier.

The full report is available at [**sas.com/framlreport**](https://edge.prnewswire.com/c/link/?t=0&l=en&o=4808706-1&h=1643412792&u=https%3A%2F%2Fwww.sas.com%2Fgms%2Fredirect.jsp%3Fdetail%3DPLN78489_1824620050&a=sas.com%2Fframlreport).

[**About Datos Insights**](https://edge.prnewswire.com/c/link/?t=0&l=en&o=4808706-1&h=1282731142&u=https%3A%2F%2Fdatos-insights.com%2F&a=About+Datos+Insights)

Datos Insights is the leading research and advisory partner to the banking, insurance,
securities, and payments industries, both the financial services firms and the technology
providers who serve them.

In an era of rapid change, we empower firms across the financial services ecosystem
to make high-stakes decisions with confidence and speed. Our distinctive combination
of expert advice, proprietary data, and community provides actionable insights that
enable clients to accelerate critical initiatives, inspire decisive action, and 
de-risk strategic investments to achieve faster, bolder transformation.

[**About SAS**](https://edge.prnewswire.com/c/link/?t=0&l=en&o=4808706-1&h=3241013393&u=http%3A%2F%2Fwww.sas.com%2Fabout&a=About+SAS)

SAS is a global leader in data and AI, helping organizations make confident decisions
with AI they can trust. For decades, SAS has set the standard for delivering software
that drives meaningful impact, incorporating deep industry expertise, transparency
and governance. SAS gives you THE POWER TO KNOW^(®).

_SAS and all other SAS Institute Inc. product or service names are registered trademarks
or trademarks of SAS Institute Inc. in the USA and other countries. ® indicates 
USA registration. Other brand and product names are trademarks of their respective
companies. Copyright © 2026 SAS Institute Inc. All rights reserved._

Danielle Bates | [danielle.bates@sas.com](https://www.thailand-business-news.com/pr-news/danielle.bates@sas.com)
| 919-531-1959 | sas.com/news

 [⌊What are banks learning as fraud and AML converge? Experts from Datos Insights and AWS will join SAS in unpacking new industry research in the upcoming “Future of FRAML” webinar.⌉](https://mmx.prnasia.com/media/MS2022636/aml-network-connections-newswire-sas.jpg?id=OA3044877&p=medium600)

What are banks learning as fraud and AML converge? Experts from Datos Insights and
AWS will join SAS in unpacking new industry research in the upcoming “Future of 
FRAML” webinar.

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