SARs Archives - 成人VR视频 Institute https://blogs.thomsonreuters.com/en-us/topic/sars/ 成人VR视频 Institute is a blog from 成人VR视频, the intelligence, technology and human expertise you need to find trusted answers. Mon, 13 Apr 2026 08:15:40 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.3 More SARs, not better ones: Why AI is about to flood the system /en-us/posts/corporates/ai-driven-sars/ Mon, 13 Apr 2026 08:06:52 +0000 https://blogs.thomsonreuters.com/en-us/?p=70285

Key insights:

      • SAR volume is significantly underreported 鈥 Continuing and amended filings add approximately 20% to the official count yet remain invisible in trend analyses.

      • Filing activity is highly concentrated 鈥 A few large financial institutions dominate SARs volume, meaning trends reflect their practices more than systemic changes.

      • Agentic AI will drive a surge in SARs 鈥 Agentic AI risks increased noise over actionable intelligence, without addressing the unresolved question of whether current filings yield meaningful law enforcement outcomes.


The Suspicious Activity Reports (SAR) that financial institutions file with the U.S. Treasury Department鈥檚 Financial Crimes Enforcement Network (FinCEN) provide valuable insight, although they may not offer a comprehensive picture.

Prior to meaningful discussions regarding the future of SARs, it is essential for the financial crime community to clarify what is being measured. In 2025, for example, SAR filings of more than 4.1 million, representing an almost 8% increase compared to the total number of SARs filed in 2024.

Every figure FinCEN has published reflects original SARs only. Continuing activity SARs, which represent roughly 15% of all filings, are submitted under the original Bank Secrecy Act (BSA) identification number and never appear as new filings. Corrected and amended SARs add another 5% on top of that. This makes the real volume of SARs activity approximately 20% higher than what is reported.


The average community bank files fewer than one SAR a week, while the largest institutions file more than 500 a day.


Recent FinCEN guidance giving financial institutions more flexibility around continuing activity SARs sounds significant on paper, but as former Wells Fargo BSA/AML chief Jim Richards points out: “It won’t change the reported numbers 鈥 because those filings were never counted to begin with.” Financial crime professionals need to keep that gap in mind every time a trend line gets cited.

2025 was steady, not spectacular

There were roughly 300,000 SARs filed every single month of 2025, and the most notable thing is that nothing notable happened. That is likely a first on the volume side and worth acknowledging, but beyond that milestone the year did not hand financial crime professionals anything noteworthy. In a space that has dealt with pandemic distortions, crypto chaos, and fraud spikes that seemed to come out of nowhere, steady volume and predictable patterns are a little surprising. A quiet data set, however, is not the same as a quiet landscape, and financial crime professionals who are reading stability as stagnation may find themselves flat-footed when the numbers start moving again.

For example, one of the most underleveraged insights in the SARs space is just how concentrated filing activity really is. The numbers are stark: The top four banks file more SARs in a single day than 80% of the rest of the banks file in 10 years, according to 2019 data from a .

The average community bank files fewer than one SAR a week, while the largest institutions file more than 500 a day. “50 a year versus 500 a day,” notes Wells Fargo鈥檚 Richards, adding that such asymmetry has real implications for how the financial industry interprets trends. Meaningful movement in SARs data, up or down, is almost entirely dependent on what a handful of mega-institutions decide to do.

Not surprisingly, money services businesses (MSBs) are the second largest filing category, and virtual currency exchanges are almost certainly driving recent growth there, even if outdated category definitions make that difficult to confirm directly. Credit unions round out the top three.

The filing philosophy hasn’t changed and shouldn’t

Regulatory noise occasionally suggests that institutions should be more selective about what they file. However, compliance and legal reality have not shifted. No institution has ever faced serious consequences for filing too many SARs, and the cases that result in enforcement actions, reputational damage, and regulatory scrutiny are consistently about missed filings or late ones.

鈥淵ou’re not going to get in trouble from filing too much,鈥 Richards says. 鈥淣obody ever has, and I doubt if anyone ever will.” For financial crime professionals, the calculus remains exactly what it has always been 鈥 when in doubt, file. That posture isn’t going to change, and frankly it shouldn’t.

Yet, here is where the SARs space gets genuinely interesting. Agentic AI use in SARs filings 鈥 systems in which multiple AI agents work through a case from screening to decision to documentation 鈥 is beginning to move from concept to deployment. The impact on filing volume likely will be significant.


The risk is a system flooded with AI-generated SARs of variable quality, creating more noise for law enforcement to sort through rather than sharper intelligence to act upon.


Whereas a small team today might work through a handful of cases a week, AI-assisted workflows could push that into the dozens. Multiply that across institutions already inclined to file rather than miss something, and the result is a coming surge in SARs volume that could play out over the next two to four years.

“Agentic AI has the potential to be a game changer on how we do our work,鈥 Richards explains. 鈥淏ut I believe it’ll guarantee that there will be more SARs filed and not necessarily better and fewer SARs filed.” Indeed, the critical point for the financial crime community to internalize is exactly that.

The risk is a system flooded with AI-generated SARs of variable quality, creating more noise for law enforcement to sort through rather than sharper intelligence to act upon. Once the largest institutions adopt agentic AI as a best practice, others will follow quickly, and regulators will likely be several steps behind.

The value question can’t wait

The has been in place since 2014. Yet after 12 years of filings, the financial crime community still lacks a clear public accounting of whether that data has produced actionable law enforcement outcomes.

So, the question Richards is asking is one the entire industry should be asking: “Has anybody asked law enforcement?”

This question reflects a larger challenge that the industry needs to confront more aggressively, especially as AI technology is set to dramatically increase filing volume across the board. Increasing the volume without improving how the information is used does not represent progress. If SARs are not generating real investigative value, the solution is not to file more of them faster 鈥 instead, the pipeline should be fixed before it grows any bigger.


Please add your voice to 成人VR视频鈥 flagship , a global study exploring how the professional landscape continues to change.

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SARs evolved: CI-FIRST and the future of financial crime-fighting /en-us/posts/government/sars-evolved-ci-first/ Fri, 22 Aug 2025 13:19:37 +0000 https://blogs.thomsonreuters.com/en-us/?p=67292

Key insights:

      • Auditors are critical in initial financial crime detection听鈥 Professionals responsible for auditing transactions are the primary line of defense in identifying suspicious activity, such as irregular deposits or transactions inconsistent with an account’s purpose.

      • CI-FIRST enhances SAR effectiveness and collaboration听鈥 The new CI-FIRST initiative by IRS Criminal Investigation marks a significant shift by providing financial institutions with feedback on SARs, fostering a more transparent and collaborative partnership with federal agencies.

      • Financial crimes are evolving, requiring improved SAR quality听鈥 Recent trends show a troubling rise in sophisticated financial crimes like account takeover fraud, elder exploitation, and resilient check fraud, underscoring the urgent need for enhanced clarity and improved quality in SARs preparation.


The financial professionals responsible for auditing transactions are integral to the detection of financial crimes. These individuals serve as the initial point of contact for identifying transactions that may be cause for concern, including patterns such as irregular recurring deposits or activity inconsistent with the account鈥檚 intended purpose.

Upon detection of potentially suspicious financial activity, a bank initiates a thorough internal review to assess whether the circumstances warrant the submission of a Suspicious Activity Report (SAR). If the criteria for suspicion are met, the electronically with the Financial Crimes Enforcement Network (FinCEN) within 30 to 60 days. The report is housed in a secure government database, accessible to authorized agencies such as the FBI, DEA, and IRS for further analysis. While this reporting mechanism plays a vital role in combating financial crime, it is not without limitations.

A significant challenge of the SARs system historically has been the absence of feedback provided reporting to banks regarding the outcomes of their submissions, resulting in a unilateral flow of information. To address this issue, the IRS Criminal Investigation launched a new initiative known as Feedback in Response to Strategic Threats (CI-FIRST).

The CI-FIRST initiative

In early 2025, the initiative was introduced, aiming to establish a transparent and effective partnership between federal agencies and private financial institutions. This program enhances transparency around SARs filings, providing financial institutions with clearer insight into how their submitted SARs are utilized in federal investigations. By doing so, it marks a significant shift in the way SARs are handled.

CI-FIRST fosters a more collaborative relationship between financial institutions and federal investigators, allowing for direct feedback and communication. This open dialogue could lead to more efficient and effective SARs processes. Moreover, the program has the potential to be a blueprint for other agencies, demonstrating a successful model for improving data quality and facilitating more robust information sharing. The success of CI-FIRST could have far-reaching implications for the way financial crimes are investigated.

Within this fraud landscape, several troubling patterns emerged that underscore the sophistication and persistence of financial criminals. For example, check fraud has demonstrated resilience despite the digital age, with financial institutions filing 682,276 SARs related to this traditional form of fraud, representing a notable uptick from previous periods.


CI-FIRST fosters a more collaborative relationship between financial institutions and federal investigators, allowing for direct feedback and communication.


Even more alarming was the dramatic 36% surge in account takeover fraud, a cybercrime that reflects criminals’ increasing ability to exploit digital vulnerabilities and compromise customer accounts. This surge resulted in nearly 178,000 reports, underscoring how criminals are adapting their methods to target online banking and other digital financial services.

The SARs data also revealed that identity theft remained a persistent threat, comprising more than one-quarter of all fraud-related SARs filed in 2024. This substantial proportion demonstrates how personal information breaches continue to fuel criminal enterprises across multiple fraud categories. Perhaps most concerning from a societal perspective was nearly 10% increase in elder financial exploitation cases compared to 2023, with 171,233 SARs filed specifically addressing crimes against vulnerable older adults. This trend reflects not only the increasing targeting of seniors but also potentially improved recognition and reporting of these crimes by financial institutions.

Financial institutions face mounting challenges

These comprehensive trends collectively illustrate the mounting challenges facing financial institutions, law enforcement, and regulatory bodies in their efforts to prevent, detect, and prosecute financial crimes. The sheer volume and diversity of criminal activity captured in these SAR statistics demonstrate that traditional approaches to combating financial crime require enhancement and modernization.

It is within this context that the CI-FIRST initiative emerges as a particularly relevant and timely response. One of the initiative’s most significant contributions lies in its commitment to providing enhanced clarity and guidance on the preparation of required SARs reports.

This improvement in clarity serves multiple critical functions in the financial crime prevention ecosystem. For example, by establishing clearer standards and expectations for SAR preparation, the initiative aims to improve the quality and consistency of the information provided to law enforcement agencies and regulatory bodies.


The sheer volume and diversity of criminal activity captured in these SAR statistics demonstrate that traditional approaches to combating financial crime require enhancement and modernization.


Further, the enhanced clarity in SARs preparation has direct implications for the speed and effectiveness of subsequent law enforcement actions. When SARs contain more precise, complete, and well-organized information, investigators can more quickly identify patterns, establish connections between cases, and build stronger foundations for legal action. This improved information quality significantly accelerates the process of obtaining subpoenas, as law enforcement officials can present more compelling and comprehensive evidence to judicial authorities when requesting these critical investigative tools.

Finally, the enhanced SARs preparation standards contribute directly to more effective prosecutions of individuals engaged in financial crimes. Prosecutors rely heavily on the detailed information contained in SARs to build their cases, and when this information is clearer, more thorough, and better organized, it becomes significantly easier to demonstrate criminal intent, establish patterns of illicit behavior, and present compelling evidence to juries. This improvement in the foundational documentation makes it substantially more likely that prosecutions will be both accurate in targeting genuine criminal activity and successful in securing convictions.

The expediency gained through these improvements creates a virtuous cycle in financial crime prevention. Faster, more successful prosecutions serve as stronger deterrents to potential criminals while also providing more rapid justice for victims. Additionally, enhanced efficiency allows law enforcement resources to be deployed more effectively across a broader range of cases, potentially addressing the growing volume of financial crimes reflected in the 2024 SAR statistics.


You can find more of our coverage of SARs and related efforts to combat financial crimes here

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SARs Report for 2024: Not quite a record year 鈥 but almost /en-us/posts/corporates/sars-report-2024/ Tue, 04 Mar 2025 15:05:43 +0000 https://blogs.thomsonreuters.com/en-us/?p=65112 A preliminary analysis of federal banking data suggests US financial institutions filed slightly fewer Suspicious Activity Reports (SARs) in 2024 than they did in 2023 鈥 which, if true, would be the first such decline in the number of SARs filed since the government began collecting SARs data in 2014.

The federal government鈥檚 Financial Crimes Enforcement Network (FinCEN) 鈥 the agency responsible for collecting and disseminating transaction data from financial institutions under the Bank Secrecy Act 鈥 recently released data for the total number of SARs filed in 2024.

SARs are the documents that financial institutions must file with FinCEN whenever behavior by employees or customers is detected that may be associated with criminal activity or is otherwise deemed suspicious, a standard that can differ depending on the institution. Most SARs are filed by depository institutions (banks, savings & loan associations, credit unions) and money services (businesses that transmit or convert money, such as PayPal and Venmo). The rest are filed by loan or finance companies, casinos, insurance companies, and securities/futures firms.

Counting SARs is tricky

In 2023, a record 4.6 million SARs were filed, and historically the total number of SARs filings has been rising at a rate of about 3% to 5% per year. However, FinCEN鈥檚 year-end statistics for 2024 suggest that this trend may not continue, and that the total number of SARs filings for 2024 will be slightly fewer than for 2023, which was the highest year ever for SARs filings.

Calculating the final SARs numbers for 2024 is a bit tricky, however, because FinCEN isn鈥檛 expected to release its official final analysis of 2024 SARs data until April or May, and the numbers may look a bit different by then. Indeed, FinCEN鈥檚 records indicate that a total of 3,801,691 SARs were filed in 2024, somewhat fewer than the 3,809,823 recorded in 2023 鈥 but nowhere near the official 2023 number of 4.6 million.

So why the discrepancy?

According to Jim Richards, president of RegTech Consulting and former Global Head of Financial Crimes Risk Management at Wells Fargo, the catch is that the lower numbers only reflect original SARs, not SARs that are categorized as amended or corrected, or those that report continuing activity from a previously filed SAR.

鈥淔inCEN only counts SARs by their original filing number, so there is an estimated 20% to 22% more amended, corrected, or continuing activity SARs,鈥 Richards says, adding that all of these will be added to the final count.

When all these filings are added in, the total number of SARs for 2024 should land somewhere in the 4.5 million to 4.6 million range, roughly the same as 2023. Current numbers show about 8,000 fewer SARs filings for 2024, however, so the final tally may be a bit lower, but not by much.

Top reasons for SARs filings

Nevertheless, there some interesting nuggets of information to be gleaned from the 2024 SARs data, including that the top four reasons financial institutions gave for filing a SAR in 2024 were i) suspicion concerning the source of funds; ii) transactions without a lawful purpose; iii) check fraud; and iv) suspicious EFT or wire transfers.

Of course, there were other frequently mentioned reasons that banks filed SARs in 2024, including such factors as credit card or debit card fraud, identity theft, Automated Clearing House (ACH) fraud, account takeovers, elder exploitation, and forgeries.

And regardless of what the official SARs stats for 2024 reveal, there are many reasons for the consistent rise in SARs reporting, including such notable factors as:

Check fraud

Over the past few years, the number of check-fraud SARs that have been filed has skyrocketed, due primarily to an alarming rise in national and international crime rings that steal mail 鈥 and any checks contained therein 鈥 from postal carriers and mailboxes. Then, the fraudsters alter the payee on the checks and deposit them in a different account.

In 2024, there were 682,276 check-fraud SARs filed, up from 665,505 in 2023, and very close to the record number of 683,000 check-fraud SARs filed in 2022. By contrast, there were only 350,000 check-fraud SARs recorded in 2021, which may mean that 650,000 or more check-fraud SARs 鈥 almost 2,000 per day 鈥 appears to be the new normal.

Elder exploitation

FinCEN also has issued advisories related to elder financial exploitation, another form of fraud that has risen dramatically in the past few years. In 2023, 160,394 SARs were filed that were related to elder financial exploitation, but preliminary FinCEN data suggests that the final number for 2024 could be more than 200,000. There were only 72,173 elder exploitation-related SARs filed in 2021, which means that reported instances of elder financial exploitation have almost tripled over the past four years.

Elder financial exploitation is much more pervasive than these stats suggest, however, because most of these types of crimes go unreported.

Digital crime

Trends such as the increase in SARs for identity theft, account takeovers, synthetic identity fraud, ACH fraud, and electronic fund transfer fraud are all directly related to the growth in online banking and commerce. In fact, cash has dropped to 31% of reported instruments for suspicious financial activity, falling from 40%, says RegTech鈥檚 Richards. Meanwhile, wire transfers as a portion of reported instruments for suspicious financial activity, have gone up to 35% from 24%.

It should be noted however that SARs only report suspicions of fraudulent activity, not actual fraud itself, and of the many millions of SARs reported each year, only a few thousand ever result in direct legal action.

Information sharing and defensive filing

Another source for the continual rise in SARs reporting comes from a steady increase in information sharing among financial institutions, the federal government, and international governments. Sharing information about suspicious financial activity spreads awareness and alerts financial institutions to situations that they might otherwise overlook, resulting in more SARs filings overall.

Yet another generator of SARs reports is so-called defensive filing, a better-safe-than-sorry tactic that financial institutions use to avoid being accused of overlooking a potentially problematic situation. Richards notes that every financial institution sanctioned for SAR filings was sanctioned for failing to file SARs or filing late SARs. In fact, Richards says he has never heard of a financial institution being sanctioned for filing too many SARs.

Looking ahead to 2025 and beyond

Given the consistently high incidence of fraud over the past few years, there is no reason to expect that 2025 will be much different. FinCEN tracks more than 90 types of financial malfeasance, from Ponzi schemes to human trafficking, so opportunities for wrongdoing abound.

A steady stream of data breaches also ensures that sensitive personal information will continue to make its way into criminal hands, and there is no shortage of people eager to exploit cracks in the system and the limitations of law enforcement.


You can find out more about SARs and how financial institutions handle threats of fraud here

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SARs and fraud in 2024: Expect more 鈥 lots more /en-us/posts/investigation-fraud-and-risk/sars-fraud-2024/ https://blogs.thomsonreuters.com/en-us/investigation-fraud-and-risk/sars-fraud-2024/#respond Mon, 29 Apr 2024 16:02:35 +0000 https://blogs.thomsonreuters.com/en-us/?p=61176 The number of suspicious activity reports (SARs) 鈥 the documents that financial institutions must file with the federal government鈥檚 Financial Crimes Enforcement Network (FinCEN) whenever behavior by employees or customers is detected that may be associated with money laundering, fraud, or other types of criminal activity 鈥 is one of the most accurate measures of the prevalence of financial crime in any given year in the United States. Not surprisingly, the number of SARs have been steadily rising.

A surge in SARs

In mid-2023, a 成人VR视频 Institute special report on the surge in SAR filings predicted that approximately 3.75 million SARs would be filed in 2023, a 4.5% increase over 2022 SARs and a historic record. That prediction was accurate but fell a bit short 鈥 the final SARs tally for 2023 ended up being 3,809,823 SARs, a 5% increase over 2022 and yet another record in terms of filing volume.

Prior to the pandemic, SARs were increasing at a rate of roughly 2% to 3% year-over-year, but several converging factors have accelerated those statistics. A surge in fraud during the pandemic kickstarted the trend, which was then followed by a series of massive data breaches that exposed the personal data of millions of people, sparking an increase in all types of electronic fraud, including synthetic identify theft, account takeovers, and various forgery-related activities.

Given that SARs filings over the past few years have shown no signs of slowing down, there is little reason to believe 2024 will be any different. Indeed, SARs filings in 2024 are expected to continue increasing at a rate of 4% to 5%, which has quickly become the new normal for SARs filing volumes, according to Jacob Denman, Risk and Fraud Product Manager at 成人VR视频.


Prior to the pandemic, SARs were increasing at a rate of roughly 2% to 3% year-over-year, but several converging factors have accelerated those statistics.


鈥淚 don鈥檛 see much slowing down in 2024,鈥 Denman says. 鈥淎nti-money-laundering (AML) activity will probably remain flat, but I think account takeovers, identity fraud, and forgeries are going to continue to grow because of so many data breaches,鈥 he adds. 鈥淚 also think we鈥檙e going to see big growth in synthetic identity fraud, because AI [artificial intelligence] technology and the general availability of personal data makes it easier than ever to create and nurture fake identities.鈥

The rise in check fraud

Denman says he even expects areas of fraud that declined slightly in 2023, such as check fraud, to maintain a steady pace into 2024 as well. 鈥淗onestly, it鈥檚 hard to see how check fraud could go any higher,鈥 Denman offers, but he concedes that it might.

Until 2021, check fraud averaged about one quarter-million SARs per year, but the number of check-fraud SARs began rising in 2021, and almost doubled 鈥 to more than 683,000 in 2022, compared to more than 350,000 SARs the previous year.

Interestingly, that timeframe coincides to when national and international crime rings began raiding mailboxes and stealing mail from postal carriers. Then 鈥 in a practice called checkwashing 鈥 criminals change the payee on any checks they steal and cash them or deposit them electronically into another account.

The number of check-fraud SARs fell slightly in 2023, to 665,505, but even that number is shocking, Denman says. 鈥淐heck fraud accounts for almost 20% of all SARs filed,鈥 Denman says. 鈥淎nd if you consider that more than half of all SARs are filed by the top five or six banks in the country, and those banks are getting hit close to 100,000 times a year 鈥 that鈥檚 nuts.鈥

Other types of fraud

Elder financial exploitation is another type of fraud that is growing rapidly, Denman says, adding that elder exploitation SARs filings have more than doubled over the past three years. There were 160,394 elder exploitation SARS filed in 2023, up from 106,754 in 2022, which itself was up from 72,173 in 2021 鈥 a 122% increase in just three years.

鈥淎ccount takeover fraud also has grown 72% over the last two years, additionally we are seeing notable growth in Automated Clearing House (ACH) and electronic fund transfer fraud, that includes payments made by large payment processors such as PayPal, Venmo, Cash App and social media platforms,鈥 Denman says.

SARs from credit unions were up 22% in 2023 as well, a rapid acceleration over previous years. 鈥淐redit unions don鈥檛 file many SARs in total, but to see growth like that is surprising,鈥 Denman notes. 鈥淢y hypothesis is that credit unions are broadly expanding outside their local or historical customer base, and we鈥檙e seeing the growing pains associated with expanding footprints, onboarding BaaS [backend as a service] businesses, and their own digital transformations during a global massive uptick in fraud.鈥


SARs can also alert authorities to other criminal activities such as human trafficking, which people don鈥檛 always associate with financial crime.


The most viable solution, he says, is for credit unions to emulate larger banks by increasing their investment in anti-fraud technologies and strengthening their AML and know-your-customer (KYC) protocols.

Human trafficking

SARs can also alert authorities to other criminal activities such as human trafficking, which people don鈥檛 always associate with financial crime. Yet there is a strong correlation between SARs filings and human trafficking, Denman explains, and the trend lines are not promising. 鈥淭here was a 153% increase in human trafficking SARs from 2022 to 鈥23, which correlates fairly decently with the uptick in fraud.鈥

Common fronts for human trafficking, such as foreign-owned nail salons and massage parlors, have long been known to authorities, but the fastest-growing form of human trafficking is tied to organized call centers in foreign countries. These call centers use forced labor to make phone calls to people all over the world in an attempt extract money from them through various investment scams 鈥 a practice known as pig butchering.

Of course, SARs only report instances of possible, not actual, fraud, and they do not account for unreported fraud. The Federal Trade Commission received 2.6 million fraud reports in 2023, and states that consumers lost more than $10 billion to fraud; however, estimates of losses due to unreported fraud go into the hundreds of billions of dollars.

鈥淚 think a lot of that money is being reinvested into scamming and crime infrastructure,鈥 Denman laments鈥攜et another indication that fraud is not likely to slow down anytime soon.

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Revolutionizing SARs filings and investigation efficiency through AI /en-us/posts/investigation-fraud-and-risk/ai-revolution-sars-filings/ https://blogs.thomsonreuters.com/en-us/investigation-fraud-and-risk/ai-revolution-sars-filings/#respond Tue, 06 Feb 2024 17:17:21 +0000 https://blogs.thomsonreuters.com/en-us/?p=60339 At the forefront of global efforts to combat money laundering and financial fraud, Suspicious Activity Reports (SARs) stands as a pivotal document filed by financial institutions to report transactions that raise suspicions of such fraud or other illicit activities. This critical tool empowers regulatory agencies 鈥 such as the U.S. Treasury鈥檚 Financial Crimes Enforcement Network (FinCEN) 鈥 to track and combat financial crimes by providing valuable insights into potentially criminal financial activities.

The responsibility of filing SARs extends across many industries, including banks, credit unions, securities and futures firms, casinos, and money services businesses. Each sector plays a vital role in contributing to the collective effort to create a comprehensive overview of financial activities. This collaborative approach enables the identification of patterns indicative of potential criminal behavior, thereby reinforcing the interconnected nature of the global financial system.

The volume of SARs filed by financial institutions in the United States has witnessed a substantial surge, surpassing an impressive 3.6 million filings in 2022. This marks a significant 57% increase from pre-pandemic levels in 2019, signifying a robust response to the surge in fraud during the pandemic, according to a recent 成人VR视频 report.

The report, meticulously analyzing public data released by the FinCEN, paints a comprehensive picture of the current financial landscape. Notably, the report reveals that SARs filings have experienced notable spikes across various categories, including human exploitation, elder fraud, and government-related benefit scams, thus rendering vulnerable populations, such as migrants and the elderly, more susceptible to financial crimes.

SARs

In addition to pandemic-driven causes, the report sheds light on specific fraud trends, unveiling surges in check fraud and other payment-related frauds. Further, it identifies crucial seasonal patterns over the past nine years, emphasizing how January and February typically reflect below-average SARs filing volumes, while late spring and late summer often witness heightened activity. These insights provide not only valuable context but also strategic guidance for financial institutions as they navigate the intricate and evolving landscape of SARs reporting.

Common Issues with SARs

Despite their paramount importance, SARs are not immune to challenges, and several issues impact their effectiveness, including:

      • Incomplete information 鈥 SARs often lack critical details, such as specific transactional information or contextual background, making it difficult for investigators to comprehend the full scope of the reported activity.
      • Poor narrative quality 鈥 Many SARs narratives suffer from clarity issues, being either unclear or poorly written. This can impede investigators’ ability to extract relevant information efficiently and subsequently hinders the overall investigative process.
      • High volume of reports 鈥 The sheer volume of SARs filings can overwhelm regulatory agencies, leading to delays in processing and analyzing the reports. The exponential increase in filings, while reflective of heightened vigilance, poses a logistical challenge for effective oversight.
      • False positives 鈥 Financial institutions sometimes submit SARs for transactions that may appear suspicious at first glance but have legitimate explanations upon closer scrutiny. This results in unnecessary investigations, which can consume valuable resources and time.

How AI can assist in SARs filings

Consider a scenario in which a financial institution is faced with a surge in transaction data related to a specific customer, triggering suspicions of potential money laundering. Natural Language Processing (NLP) technologies can be a pivotal tool as it can apply artificial intelligence (AI) principles to words and phrases within a document, helping provide more context around what those words mean and how they function in the document at large.

The AI system efficiently extracts relevant data from various sources, and utilizing NLP, it analyzes the extracted data to identify patterns, anomalies, and potential red flags indicative of suspicious activity. This NLP system can leverage its understanding of the detected suspicious activity, so the AI system can autonomously construct a clear and detailed SARs narrative. NLP ensures that the narrative follows regulatory guidelines, includes relevant details, and effectively communicates the nature of the suspicious activity.

AI’s language generation capabilities ensure that the SARs narrative is coherent, concise, and adheres to regulatory language standards, checking for clarity, accuracy, and completeness in the narrative to enhance its overall quality. The AI system is programmed to customize SARs narratives based on specific regulatory requirements and reporting standards, and it can even adapt to the nuances of different jurisdictions, ensuring compliance with an ever-changing landscape of financial regulations.

While AI contributes to the initial narrative construction, the process also allows human analysts to review and refine the generated content. Human oversight ensures that the narrative aligns with the broader context of the investigation and incorporates any additional insights.

By automating the process of SARs narrative generation in this way, AI not only accelerates the reporting process but also improves the consistency and quality of the narratives submitted to regulatory authorities. Further, this collaborative approach between AI and human analysts ensures a thorough and well-constructed SARs narrative, strengthening the institution’s ability to combat financial crimes effectively.

The crucial role of investigators

While AI enhances the SARs reporting process for filers, investigators remain indispensable. Human expertise can bring contextual understanding, ethical considerations, and the ability to navigate complex scenarios that AI may struggle to grasp. Investigators play a pivotal role in interpreting AI-generated insights, validating findings, and making nuanced judgments that contribute to more effective and ethical financial crime investigations.

The incorporation of AI into the SARs reporting process represents a transformative shift in the battle against financial crimes. AI addresses prevalent challenges like incomplete information and sub-optimal narrative quality, empowering regulatory bodies and law enforcement agencies to proactively combat financial crimes.

As technology progresses, the synergy between human expertise and AI capabilities will be instrumental in upholding the integrity of the global financial system. The current upsurge in SARs filings 鈥 indicative of a surge in fraud 鈥 also underscores the imperative to embrace AI, enhancing the efficacy of this crucial financial crime prevention tool. Recognizing the indispensable role of investigators further underscores the significance of a harmonious integration of technology and human insight, leading to more precise, efficient, and ethical outcomes in SARs reporting.

In this evolving landscape, the symbiotic relationship between AI and human intelligence ensures a resilient and adaptive approach to countering financial crimes.

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AI for good: How one entrepreneur is tackling the confusion around family leave law /en-us/posts/corporates/ai-family-leave-law/ https://blogs.thomsonreuters.com/en-us/corporates/ai-family-leave-law/#respond Mon, 05 Feb 2024 13:04:35 +0000 https://blogs.thomsonreuters.com/en-us/?p=60314 As a new mom, my life was rocked when I had my daughter last June. In the most beautiful and chaotic way, my husband and I adjusted to those blackout months in the beginning in which you have sleepless nights, physical pains, and emotional long days that come with raising a little human being and trying to be the best parents we could.

What I learned quickly was, you have no time or bandwidth to process anything, let alone the thing you need most: flexibility with work leave and time to recuperate before one or both parents must return to work. Even in the most organized fashion of planning months ahead, talking to my employer, insurer, the state, etc., I still felt unorganized, unsure, and faced a lack of both communication and support to take maternity leave. I could not understand what policies applied and how much paid leave and unpaid leave I would be getting. For someone with experience in leave laws, I still did not know what personally applied to me and my situation. I did not know what leaves would be paid or unpaid and how I would receive those benefits.

In that moment I realized, without the support system I had in place, how do other moms deal with this? How can we help the millions of mothers who go through this on a regular basis and feel uninformed and uneducated about their needed leave?

PaidLeave.AI

Reshma Saujani did just that. As a leading activist and the founder of Girls Who Code and Moms First (formerly Marshall Plan for Moms), Saujani has spent more than a decade building movements to fight for women and girls鈥 economic empowerment, working to close the gender gap in the tech sector, and most recently advocating for policies to support moms impacted by the pandemic.

She launched PaidLeave.AI, which integrated technology, artificial intelligence (AI), and maternity leave questions & answers all in one place. In fact, her chatbot and tool helps parents access paid leave, with .

“One-in-four new mothers goes back to work within two weeks of giving birth and more than 90% of Americans who are low-income don’t have a single day of paid leave 鈥 that is unconscionable,” Saujani explains. “At Moms First, we are on a mission to win paid leave and affordable childcare for as many moms in as many places as possible. But if we are going to win these fights, we need to do things differently 鈥 we need to innovate, we need to utilize generative AI (Gen AI).”

Paid Leave
PaidLeave.AI’s Reshma Saujani

Saujani adds that at a time when parents desperately need support, benefits like paid leave are challenging to access. 鈥淚f you’re fortunate enough to live in one of the handful of states, like New York, where paid leave is offered, you still need to jump through hoops, navigate insurance paperwork, and decipher convoluted websites to access your benefits,鈥 she says.

Saujani explains that she started PaidLeave.AI to simplify that process. She explains that users who go on the website get an action plan, making the process easy and simple to navigate. It tells parents whether they are eligible, how much money they can put in their pockets, and how best they can get their benefits.

While many people are cautious about the impact of Gen AI, Saujani and her team are working on creating impactful social and economic change by bringing AI to the places that need the most help. It will also help close the gender pay gap, as more moms will be getting money in their pockets that would normally be unclaimed.

Further, this tool will be allowing millions of women to become more educated on leave laws. 鈥淲hen we don鈥檛 use these benefits, legislators have a leg to stand on that they should be eliminated,鈥 Saujani says.

Expanding access to leave

As of March 2023, had access to paid family leave, and听90% had access to unpaid family leave, levels that were similar among private industry workers and state and local government workers.

In parallel with expanding access to leaves, New York Governor Kathy Hochul to offer pregnant women 40 hours of paid leave to attend prenatal medical appointments, which she said would make New York the first state in the country to offer such benefits. The proposal was part of a six-point plan to improve maternal and neonatal health at a time when US maternal mortality rates are growing with each generation as the country falls way behind other developed nations.

Currently, 13 states offer paid family leave, and all state听programs are funded through employee-paid payroll taxes with some being partially funded by employer-paid payroll taxes. The Federal Family Medical Leave Act (FMLA) provides 12 weeks of unpaid leave during a 12-month period to care for a newborn or a sick family member.

The United States does not mandate paid family leave nationwide. In other countries such as Finland, Denmark, and Norway, new mothers are paid for extended paid maternity leave following the birth of their child. Yet in the US, only a relatively small percentage of private-industry workers have access to any type of paid maternity leave. Therefore, employees have to figure out which type of leave to which they are entitled: FMLA, employer leave, short-term or long-term disability, paid family leave, child bonding, and others.

To note, some of these leaves run concurrently and some do not, so you must figure out which ones overlap, and which benefits provide the mother with paid leave (which can equal about two-thirds of the mother鈥檚 pay, although there are maximum limits on that amount as well.)

However, the stress of unpaid maternity leave can take a real toll on mothers and families, and that is why this tool really can revolutionize the sharing of information in this space. Saujani鈥檚 PaidLeave.AI is decreasing the hours new mothers and fathers have to spend to go through leave policies, leave laws, and employer handbooks in order to understand the intricacies of what leaves are available to them and how they best can be accessed.

This is a terrific example of AI being used to create robust social changes, and we can only imagine what the future holds as more AI innovation is leveraged to solve the world鈥檚 problems.

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Forum: Tackling Financial Crime 鈥 Insights from Recent SAR Filings /en-us/posts/government/forum-sars-filings-insights/ https://blogs.thomsonreuters.com/en-us/government/forum-sars-filings-insights/#respond Wed, 31 Jan 2024 14:08:35 +0000 https://blogs.thomsonreuters.com/en-us/?p=60268 Through 2023, financial institutions had to grapple with the increase in post-pandemic fraud workloads, facing mounting public and private pressure around reporting requirements, with an enhanced focus on combatting scams, elder financial exploitation, and humanitarian issues.

According to the latest statistical data from the U.S. Treasury鈥檚 Financial Crimes Enforcement Network (FinCEN), a have been recorded through August 2023. Filing SARs allow financial institutions and other regulated organizations to alert regulators as to something the filer sees as suspicious or possibly illegal in transactions with customers. SAR filings are seen as a strong weapon in the fight against money laundering and other illicit schemes.

This year鈥檚 SAR filing pace aligns with the historical year-over-year growth of about 4% to 5%, a consistency observed before the significant surges in 2021 and 2022. If this trend continues, financial institutions and other regulated organizations are on track to file around 3.8 million SARs in 2023, slightly surpassing the 3.75 million SARs predicted in the 成人VR视频 SAR Special Report published earlier this year.

Forum

Uncovering trends in the SAR filing data

Certainly, fraud is now a focus for every financial intelligence unit leader. Confidence scams, job scams, check fraud, mail theft, friendly fraud, account takeover, and identity theft have all witnessed substantial increases in SAR filing activity and consumer losses since 2019.

International organized crime, leveraging compromised or stolen personal identifiable information and bank accounts, is fueling a major rise in bank fraud and consumer losses. As we analyze the data through August 2023, all indicators suggest these challenges are here to stay.

Identity fraud and forgeries

Since 2019, we鈥檝e witnessed a substantial increase in identity fraud and forgery-related activities, with account takeovers, counterfeit instruments, forgeries, and identity theft standing out. Notably, SAR filings related to account takeovers are on track to surpass 129,000 in 2023, up from 108,000 in 2022, highlighting the escalating nature of this issue.

On a somewhat more optimistic note, SARs for counterfeit instruments are showing a slight year-over-year decrease from the significantly elevated numbers seen in 2022; however, filings still are significantly above pre-2021 numbers. Additionally, forgeries and account takeover filings are expected to slightly increase by the end of 2023, indicating a continued struggle against these types of fraudulent activities.

A key driver of identity crime and forgeries is the widespread availability of personal identity data. Indeed, data from reveals that more than 66 million victims of identity data breaches were identified in the third quarter of 2023 alone. Among the most frequently compromised pieces of personal information were full names, dates of birth, addresses, and Social Security numbers, underscoring the critical need for heightened security and awareness among consumers and institutions.

Forum

Elder financial exploitation

Elder financial exploitation has escalated dramatically, marking it as a major concern in the financial sector this year. By the end of August, institutions had already filed more than 105,000 SARs related to the financial exploitation of senior citizens, nearly matching the number of reports filed in all of 2022. This is a substantial increase from the roughly 62,000 filings reported annually in 2019 and 2020, and a noticeable uptick from the 72,000 in 2021. The 2022 jump to 106,000 SARs alone illustrates a concerning 47% increase.

As indicated in the chart below, the current elder financial exploitation-related SAR filing rate means we could see upwards of 158,000 SARs filed by year鈥檚 end. Back-to-back annual increases amounting to double the total number of SARs filed in two years is significant. A portion of this increase likely relates to increased education and awareness within reporting entities; however, the major uptick in elder financial exploitation-related filings strongly implies that the vulnerable elderly population is being victimized by a large increase in scam and fraud activity.

A (formerly the American Association of Retired Persons) sheds light on the magnitude of this issue, indicating that older Americans lose an estimated $28.3 billion annually to targeted scams. Significantly, a major portion of these losses remains unreported by victims, suggesting the actual extent of elder financial exploitation is likely much higher than what the SARs data reveals.

These stats should serve as a call to action to protect an especially vulnerable population. Understanding that this trend is growing at such an alarming rate, financial crime professionals in both the public and private sector ideally should be taking major steps to combat fraud and shield our elderly population from such financial exploitation.

ForumConclusion

Heading into the end of 2023, the increase in Suspicious Activity Reports across various sectors 鈥 particularly identity fraud, forgeries, and elder financial exploitation 鈥 calls for immediate and unified action. The latest fraud trends show that the pressure the financial system has been experiencing the last few years has not lost steam and does not appear to be reverting to pre-pandemic levels.

Based on this information, there is a critical need for financial institutions, regulatory bodies, and the wider community to join forces, innovate, and strengthen all their defenses against fraud, scams, and financial crimes. However, as fraud continues to move into the next technological age, there is not one simple solution to combatting it.

Good data, collaboration, and advanced technology should all be leveraged to safeguard the financial system. In this case, the data speaks volumes, and our financial system needs to be ready to prevent, detect, and investigate fraud in real time.

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SPECIAL REPORT: Suspicious activity reports surge; 2023 filings on pace for another record /en-us/posts/investigation-fraud-and-risk/special-report-suspicious-activity-reports/ https://blogs.thomsonreuters.com/en-us/investigation-fraud-and-risk/special-report-suspicious-activity-reports/#respond Fri, 09 Jun 2023 13:46:30 +0000 https://blogs.thomsonreuters.com/en-us/?p=57538 Financial institutions operating in the United States are filing soaring numbers of Suspicious Activity Reports (SARs), with the total number of SARs filed in 2022 surpassing 3.6 million filings, an increase of 57% from pre-pandemic 2019 levels.

More importantly, based on current predictions, SARs are on pace for another record year of filings in 2023.

To delve into this development further, the 成人VR视频 Institute has compiled a special report based on analysis of 听released by the U.S. Treasury Department’s anti-money laundering (AML) unit, FinCEN, that provides a closer look at the trends, many of which were driven by pervasive fraud during the pandemic crisis.

As the report demonstrates, SARs filings soared in virtually all categories. However, massive spikes in human exploitation, elder fraud, and government-related benefit scams are noteworthy. Such vulnerable populations have grown in both size and susceptibility, especially among migrants and the elderly.

Suspicious Activity Reports 2023

SARS

Although some attribute the spike in filings to technology improvements that are better at detecting suspicious activity and numerous regulatory warnings that have stressed the importance of filing SARs, actual increases in crime reported by other agencies, such as the Federal Bureau of Investigation (FBI), closely correlate with the sharp increases in actual fraud in many categories.

Some skeptics argue that so-called defensive SAR filings 鈥 those filed when a financial institution may not truly believe flagged activity is tied to crime but wants to shield itself from potential regulatory criticism 鈥 have driven the growth in SAR numbers. However, the latest numbers and the report paint a much larger, more nuanced picture.

In addition to the pandemic-driven causes, check fraud and other payment-related frauds are surging, according to the data. The report also highlights important seasonal trends over the past nine years that show how January and February typically reflect below-average SAR filing volumes, while late spring and late summer were often particularly busy.

The report relies on data from January 2014 through the end of the first quarter of 2023 and was obtained from the FinCEN SARs database. The data is a helpful benchmark for financial institutions’ risk, compliance, and anti-fraud leaders. It can be used to contrast their internal data against the broader market-affecting industry peers.

Numerous published regulatory red flags or warnings in critical areas such as elder fraud, postal fraud, check fraud, and human exploitation are also included in the report. The information is useful to help firms better identify and report suspicious transactions.

The data in the report can be used for budgeting, planning, and comparison purposes and presentations by AML, sanctions, and financial crimes departments to their organizations鈥 senior management and boards of directors.

As the report notes, failure to report such suspicious activity by financial institutions often can result in steep penalties. More importantly, such failures can have life-and-death implications because the information enables law enforcement to uncover and prosecute such illegal activity.


You can download a copy of 成人VR视频 Institute鈥檚 special report on SARs by filling out the form below:

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