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Real-Time Fraud Detection: The Power of Behavioral Analytics

The uses of data analytics in compliance is almost unlimited. When you pair data analytics with human behavioral analytics, you can create a very powerful tool in the worldwide fight against fraud directed at corporations. Fraud has become a silent enemy that is killing companies worldwide, according to., Marta Cadavid, CEO of NoFraud Latam. To combat this growing problem, she and her colleagues have developed an AI-based software called the Fraud Explorer. This innovative software utilizes artificial intelligence, behavioral analytics, natural language processing, and triangle analytics to predict, prevent, and detect fraudulent activities in real time.

The Fraud Explorer is not just a tool for fraud detection; it is a proactive approach to fraud prevention. By analyzing human behavior and understanding the intentions behind it, the software can identify potentially fraudulent activities before they occur. This is achieved by reading and analyzing the communications of individuals within the corporate environment.

The software is built on a methodology that combines technology, people, and processes. It allows for the articulation of communication strategies within the company, enabling the software to read and understand communications across various business units and industries. This adaptability ensures that the Fraud Explorer can effectively operate in different communication styles and cultural contexts.

One of the key features of the Fraud Explorer is its ability to create a comprehensive behavioral library. This library consists of over 100,000 expressions related to opportunities, rationalizations, misbehaviors, and sociocultural issues. By understanding the culture in different countries and languages, the software can effectively detect potentially fraudulent activities across different regions.

The Fraud Explorer’s approach is based on the fraud triangle, which includes the factors of rationalization, pressure, and opportunity. By utilizing this established methodology, the software can explain its underlying basis to customers, corporations, and compliance officers. This helps build trust and understanding of how the software operates and its potential benefits.

One of the key advantages of the Fraud Explorer is its focus on prevention rather than detection. While traditional approaches to fraud risk management rely on audits and forensic accountants to identify past fraudulent activities, the Fraud Explorer uses data analytics to prevent fraud before it occurs. This proactive approach can save companies significant financial losses and reputational damage.

To effectively manage human risk, the Fraud Explorer utilizes behavioral analytics. By combining artificial intelligence, natural language processing, and triangle analytics, the software can predict, prevent, and detect human behavior in real time. This allows companies to understand and address a wide range of human risks, including fraud, compliance, cybersecurity, bullying, discrimination, and harassment.

Implementing the Fraud Explorer requires a multidisciplinary team with diverse backgrounds, including lawyers, data science professionals, and certified fraud examiners. This collaborative approach ensures that the software’s strategy aligns with the company’s overall risk mitigation efforts. Human resources also play a crucial role in preventing and detecting misbehaviors, as human risk extends beyond fraud and corruption to encompass a wide range of illegal activities.

In conclusion, the AI-based fraud prevention software developed by NoFraud Latam offers a comprehensive and proactive approach to combating fraud. By leveraging artificial intelligence, behavioral analytics, and natural language processing, the Fraud Explorer can predict, prevent, and detect fraudulent activities in real time. Its focus on human behavior and understanding cultural contexts makes it a versatile tool for companies across various industries and regions. With the Fraud Explorer, companies can take a proactive stance against fraud, saving themselves from significant financial losses and reputational damage.

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Blog

The Importance of Trust, Accountability, and Ethics in the Workplace

Trust, accountability, and ethics are fundamental pillars of a healthy and successful workplace. They form the foundation upon which organizations build strong relationships with their employees, customers, and stakeholders. In the most recent episode of the podcast “Compliance into the Weeds,” Tom Fox and Matt Kelly discussed the importance of these factors in light of a wrongful termination lawsuit filed against Citibank by a former employee.

The importance of trust, accountability, and ethics in the workplace cannot be overstated. These elements are the bedrock of a healthy corporate culture and are crucial for maintaining a positive and productive work environment. I believe that a broader conversation about these topics is necessary within corporations, with a need for employees to understand the importance of trust, accountability, and adherence to policies and procedures. While there is great cynicism that exists among the public and the workforce regarding ethical enforcement particularly when banks which have paid literally billions of dollars in fines are involved, it is up to each employee to commit to doing the right thing, even when it is difficult.

As Matt noted in a Radical Compliance blog post, “Our tale, first reported by the Financial Times, involves one Szabolcs Fekete, who had been an analyst with Citibank’s London offices since 2015. In July 2022 Fekete had to take a three-day business trip to Amsterdam. He took along his romantic partner for the trip, and while there he billed a coffee and sandwich for his partner to his corporate expense account. Except, Fekete tried to cover it up by submitting a receipt for two sandwiches and two coffees, all for him.” He was subsequently fired for dishonesty on an expense report and lying to his supervisor and investigators when questioned about his submitted expenses. While the amount in question may seem trivial, (less than €100) the case highlights the potential consequences of dishonesty, even in seemingly minor matters.

One of the key takeaways from this case is the significance of trust in the workplace. Trust is the cornerstone of any successful organization. It is the belief that individuals can rely on each other to act with integrity, honesty, and transparency. When trust is compromised, it can have far-reaching implications for the overall culture and effectiveness of the organization.

The case also underscores the importance of accountability. Accountability means taking responsibility for one’s actions and being answerable for the outcomes. In this case, Fekete’s dishonesty led to a breach of trust, and he was held accountable for his actions. Organizations must have clear corporate values, policies, and training programs in place to prevent unethical behavior and promote accountability among employees.

Ethics, too, play a crucial role in the workplace. Ethics refers to the moral principles that guide individuals’ behavior and decision-making. It is about doing the right thing, even when it may be difficult or inconvenient. The case of Fekete highlights the need for employees to have a genuine commitment to ethical conduct, even in situations where it may be tempting to cut corners or bend the rules.

Balancing these factors can be challenging. On one hand, organizations must establish a culture of trust and accountability, where employees feel empowered to act ethically and take responsibility for their actions. On the other hand, organizations must also have systems in place to detect and address unethical behavior, ensuring that trust is not misplaced.

The episode also raises the question of the impact of these factors on decision-making. When faced with ethical dilemmas, individuals and organizations must consider the potential consequences of their actions. One thing we have learned from Enron going forward, if someone is willing to break ethical rules at a minor level, it raises concerns about their integrity and the potential for more significant breaches in the future.

Yet there is another, more troubling aspect to this matter that compliance and ethics professionals must consider. Pilita Clark, also writing in the FT noted, “Except the response to this story has been anything but straightforward. Most striking of all is the level of derision directed not at Fekete but at Citi. At the time of writing, more than 500 people had digitally applauded one FT reader who wrote in response to the story: “You can’t lie in a bank, unless it’s a really big lie.”

Clearly folks are still not happy that large financial institutions paid billions in fines without seemingly missing a beat. Clark went on to write, “Some of the largest costs related to the 2007-2008 financial crisis, but big sums arose in more recent years, including $402mn in 2018 to settle the bank’s role in a conspiracy to manipulate foreign exchange markets. Citi was among 20 large banks that collectively paid more than £377bn in such costs between 2008 and 2018, as a result of mis-selling, money-laundering, market abuse and other” misdemeanors.

In conclusion, the importance of trust, accountability, and ethics in the workplace cannot be overstated. These factors form the bedrock of a healthy and ethical organizational culture. The case discussed in the podcast episode serves as a reminder of the potential consequences of dishonesty and the need for clear corporate values, policies, and training programs. It also emphasizes the importance of individual responsibility in maintaining an ethical workplace. By prioritizing trust, accountability, and ethics, organizations can create an environment where employees feel empowered to act with integrity and make ethical decisions, ultimately leading to long-term success.

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Daily Compliance News

Daily Compliance News: October 24, 2023 – The California Standard Edition

Welcome to the Daily Compliance News. Each day, Tom Fox, the Voice of Compliance, brings you compliance-related stories to start your day. Sit back, enjoy a cup of morning coffee, and listen to the Daily Compliance News. All from the Compliance Podcast Network. Each day, we consider four stories from the business world: compliance, ethics, risk management, leadership, or general interest for the compliance professional.

Stories we are following in today’s edition:

  • Will CA climate disclosures become US standards?  (NYT)
  • Interviews and personalities (WaPo)
  • Fraud in expenses—who knew? (FT)
  • The US wants oligarch yacht forfeiture. (Reuters)
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Daily Compliance News

Daily Compliance News: October 3, 2023 – The SBF Day of Reckoning Edition

Welcome to the Daily Compliance News. Each day, Tom Fox, the Voice of Compliance, brings you compliance-related stories to start your day. Sit back, enjoy morning coffee, and listen to the Daily Compliance News. All from the Compliance Podcast Network. Each day, we consider four stories from the business world: compliance, ethics, risk management, leadership, or general interest for the compliance professional.

Stories we are following in today’s edition:

  • The US sees Ukraine’s corruption as a real threat.   (Politico)
  • Microsoft CEO testifies Google hurt Bing.  (WSJ)
  • Trump is alleged to have reaped over $100MM through fraud. (Reuters)
  • SBF trial begins. (NYT)
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10 For 10

10 For 10: Top Compliance Stories For the Week Ending September 16, 2023

Welcome to 10 For 10, the podcast which brings you the week’s Top 10 compliance stories in one podcast each week. Tom Fox, the Voice of Compliance brings to you, the compliance professional, the compliance stories you need to be aware of to end your busy week. Sit back, and in 10 minutes hear about the stories every compliance professional should be aware of from the prior week. Every Saturday, 10 For 10 highlights the most important news, insights, and analysis for the compliance professional, all curated by the Voice of Compliance, Tom Fox. Get your weekly filling of compliance stories with 10 for 10, a podcast produced by the Compliance Podcast Network.

  • Turkish fraud sentenced to 11,196 years in prison. (BBC)
  • EU has massive money-laundering problem.(AML Intelligence)
  • Will a name change for SNC-Lavalin help it overcome its corrupt past?  (Bloomberg)
  • Rubiales resigns. (ESPN)
  • Australian tycoon says workers need to see pain to return them to subservience. (BBC)
  • BP CEO resigns for lying about ‘multiple’ relationships with employees. (com)
  • Businesses should disclose China risks. (WSJ)
  • DOJ ramps up National Security enforcement resources. (WSJ)
  • No timeline for climate disclosure from SEC. (WSJ)
  • New pod on corruption. (Dirty Deeds)

You can check out the Daily Compliance News for four curated compliance and ethics related stories each day, here.

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Data Driven Compliance

The Uses of Data Driven Compliance: Part 2 – Profiles of a Corrupt Payment

Welcome to Data Driven Compliance. In this podcast, we discuss how to use data to improve and enhance the effectiveness of your compliance program, creating greater business efficiency and leading to a higher return on investment for your compliance regime. Join host Tom Fox as he explores how data will drive your compliance program to the next level. This podcast is sponsored by Kona AI.

I recently had the opportunity to visit with Vince Walden, founder and CEO of KonaAI, for a podcast series on the uses of data driven compliance. Over these five podcasts, we will discuss generative AI and ChatGPT in compliance, the profiles of corrupt payments, making the business case for data-driven compliance, what to ask for and how to ask for it, and some success stories. In Part 2, we explore the profiles of corrupt payments.

Vince Walden is an expert in identifying high-risk payments and preventing corporate corruption. His belief in the ability of data analysis and collaboration to find patterns and warning signs shapes his viewpoint on these issues. He shares his experience from a research project where companies collaborated anonymously to analyze the profiles of improper payments, using risk-scoring transactions and applying anti-corruption tests to identify high-risk attributes. Vince emphasizes the importance of transparency and access to data to proactively investigate suspicious activities, serving as a guardrail to prevent potential corruption. Join Tom Fox and Vince Walden as they delve deeper into this topic on this Data Driven Compliance podcast episode.

Key Highlights:

  • Attributes of High-Risk Payments Analysis
  • Uncovering Suspicious Sales Spikes in Poland
  • Detecting Improper Payments with Data Analysis

Resources:

Connect with Vince Walden on LinkedIn

Check out Kona AI

Connect with Tom Fox on LinkedIn

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Daily Compliance News

Daily Compliance News: September 11, 2023 – The 11,196 Years Edition

Welcome to the Daily Compliance News. Each day, Tom Fox, the Voice of Compliance brings to you compliance-related stories to start your day. Sit back, enjoy a cup of morning coffee, and listen in to the Daily Compliance News. All, from the Compliance Podcast Network. Each day we consider four stories from the business world, compliance, ethics, risk management, leadership, or general interest for the compliance professional.

  • Turkish fraud sentenced to 11,196 years in prison. (BBC)
  • FCA on the lookout for shirkers. (WSJ)
  • Argentina found liable for renationalization. (FT)
  • Kroger to pay $1.2bn to settle opioid claims. (NYT)
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10 For 10

10 For 10: Top Compliance Stories For the Week Ending August 5, 2023

Welcome to 10 For 10, the podcast which brings you the week’s Top 10 compliance stories in one podcast each week. Tom Fox, the Voice of Compliance brings to you, the compliance professional, the compliance stories you need to be aware of to end your busy week. Sit back, and in 10 minutes hear about the stories every compliance professional should be aware of from the prior week. Every Saturday, 10 For 10 highlights the most important news, insights, and analysis for the compliance professional, all curated by the Voice of Compliance, Tom Fox. Get your weekly filling of compliance stories with 10 for 10, a podcast produced by the Compliance Podcast Network.

  • Albemarle settles FCPA action. (WSJ)
  • The biggest attorney/client privilege case in years. (FT)
  • SEC tells some Wall Street brokers to get their AML controls in order. (WSJ)
  • CCPA to look at connected cars. (WaPo)
  • Audit firms fight expansion of anti-fraud role. (FT)
  • Former AG Lynch to review NU hazing allegations. (Reuters)
  • Altice co-founder denies corruption.(Reuters)
  • US consultancies struggle in China after raids. (FT)
  • Binance founder draws scrutiny from German regulator. (WSJ)
  • Lead FBI agent talks about Householder case. (Columbus Dispatch)

You can check out the Daily Compliance News for four curated compliance and ethics related stories each day, here.

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Daily Compliance News

Daily Compliance News: August 2, 2023 – The Connected Cars and Data Privacy Edition

Welcome to the Daily Compliance News. Each day, Tom Fox, the Voice of Compliance brings to you compliance-related stories to start your day. Sit back, enjoy a cup of morning coffee, and listen in to the Daily Compliance News. All, from the Compliance Podcast Network. Each day we consider four stories from the business world, compliance, ethics, risk management, leadership, or general interest for the compliance professional.

  • CCPA to look at connected cars. (WaPo)
  • Audit firms fight expansion of anti-fraud role. (FT)
  • Former AG Lynch to review NU hazing allegations. (Reuters)
  • Singapore PM to discuss corruption scandals. (Bloomberg)
Categories
10 For 10

10 For 10: Top Compliance Stories For the Week Ending July 15, 2023

Welcome to 10 For 10, the podcast which brings you the week’s Top 10 compliance stories in one podcast each week. Tom Fox, the Voice of Compliance brings to you, the compliance professional, the compliance stories you need to be aware of to end your busy week. Sit back, and in 10 minutes hear about the stories every compliance professional should be aware of from the prior week. Every Saturday, 10 For 10 highlights the most important news, insights, and analysis for the compliance professional, all curated by the Voice of Compliance, Tom Fox. Get your weekly filling of compliance stories with 10 for 10, a podcast produced by the Compliance Podcast Network.

·       EU-US agree on data sharing pact. (NYT)

·       Max Schrems slams back, vows legal challenge.  (Reuters)

·       Labor Party to back global ABC court. (The Guardian)

·       Chinese ABC probe moves to advanced stage.  (FT)

·       Did a sheriff’s corruption lead to a mass shooting? (Houston Chronicle)

·       Is your company investing in China?  (NYT)

·       Alleged fraudster said customers devised the fraud. (FT)

·       UK AML regime ‘not fit for purpose’.  (FT)

·       BOA has its own fake accounts scandal. (Radical Compliance)

·       Merrill Lynch to pay $12MM fine for failure to report.  (WSJ)

You can check out the Daily Compliance News for four curated compliance and ethics related stories each day, here.

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