View the slide and get to know the rules for AI in financial services and also how AI and ML should be applied to alert compliance officers to suspected market abuse. With such technologies now comes the responsibility and accountability to report if such practices are implicitly biased against certain populations. To know more visit: https://bit.ly/3Khcy01
Role Of Artificial Intelligence In Financial Services | ShieldShield
Know the role of artificial intelligence in financial services that are flagging transactions to alert compliance officers to potential fraud and money-laundering schemes. Also RFI will not deeply probe on financial institutions who will not likely be able to elucidate how firms are analyzing unstructured data to obtain insights alerting. To know more visit: https://bit.ly/3xPbaiN
The Watchful Eye - Aml Transaction Monitoring Solutions.pptxAml Partners
Welcome to our presentation on AML transaction monitoring solutions. In today's financial landscape, it is more important than ever for financial institutions to have effective AML compliance programs in place.
https://amlpartners.com/
Artificial Intelligence in Finance: Applications, Challenges and OpportunitiesIRJTAE
Artificial Intelligence (AI) is reshaping the financial industry by introducing innovative solutions for algorithmic
trading, fraud detection, and risk management. This paper explores the current state of AI applications in finance,
delves into the challenges related to data quality, regulatory compliance, and algorithmic bias, and discusses
potential solutions. The findings underscore the transformative potential of AI in finance while highlighting the
critical issues that need addressing to ensure a fair, transparent, and efficient financial ecosystem.
Role Of Artificial Intelligence In Financial Services | ShieldShield
Know the role of artificial intelligence in financial services that are flagging transactions to alert compliance officers to potential fraud and money-laundering schemes. Also RFI will not deeply probe on financial institutions who will not likely be able to elucidate how firms are analyzing unstructured data to obtain insights alerting. To know more visit: https://bit.ly/3xPbaiN
The Watchful Eye - Aml Transaction Monitoring Solutions.pptxAml Partners
Welcome to our presentation on AML transaction monitoring solutions. In today's financial landscape, it is more important than ever for financial institutions to have effective AML compliance programs in place.
https://amlpartners.com/
Artificial Intelligence in Finance: Applications, Challenges and OpportunitiesIRJTAE
Artificial Intelligence (AI) is reshaping the financial industry by introducing innovative solutions for algorithmic
trading, fraud detection, and risk management. This paper explores the current state of AI applications in finance,
delves into the challenges related to data quality, regulatory compliance, and algorithmic bias, and discusses
potential solutions. The findings underscore the transformative potential of AI in finance while highlighting the
critical issues that need addressing to ensure a fair, transparent, and efficient financial ecosystem.
6 use cases of machine learning in Finance Swathi Young
The use of Artificial Intelligence and Machine learning is increasingly adopted in multiple industries. Question is, does a regulated industry like Finance adopt AI/ML? the answer is a huge YES! Here we take a look at 6 different use cases:
* Chatbots
* RoboAdvisors
* Risk scoring
* Fraud Detection
* Insurance claims
* Underwriting
* regulatory compliance
Top of FormAnnotated BibliographyMohammed, D. (2018, JanuaryTakishaPeck109
Top of Form
Annotated Bibliography
Mohammed, D. (2018, January 1). Cybersecurity Compliance in the Financial Sector | Open Access Journals. Cybersecurity Compliance in the Financial Sector. https://www.icommercecentral.com/open-access/cybersecurity-compliance-in-the-financial-sector-.php?aid=50498
Mohammed, D. (2018, January 1) has investigated on array of challenges as state and national level authorities endeavor to manage with cybersecurity dangers, vulnerabilities, and cyber-crime dangers. His investigation conclude that researchers should require checks against careless behavior and fundamental countermeasures against false hones. He believes that controls moreover carry the potential to burden the money related industry with duplication of exertion and complex announcing plans. Such measures may demonstrate counterproductive when as it were gigantic enterprises with the assets to hold huge lawful and administrative divisions can survive in a riotous administrative environment and Controllers must approach the monetary industry with an indeed bottom, leveraging solid Congressional oversight where fundamental, whereas killing pointless burdens that smother money related development.
From this article, I have learned that Regulations can have positive impacts when they compel organizations to comply with recognized security measures. Be that as it may regulators must consider the impacts of wide enactment over the differing organizations working within the monetary industry. Regulators must consider the taken a toll organization cause since companies regularly pass these costs on to customers. Regulations frequently contain complicated dialect, requiring lawful groups to filter through and interpret. Be that as it may legal counselors do not bear the obligation for guaranteeing administrative compliance. Accomplishing compliance regularly demonstrates a troublesome challenge since numerous organizations lack the assets to completely get it and thus completely comply with complex administrative systems.
KENTH, J. A. G. D. E. V. (2019). Financial Crime and Cyber Security. Financial Crime and Cyber Security- The Hedge Fund Journal. https://thehedgefundjournal.com/financial-crime-and-cyber-security/
The author has researched a recent paper by AIMA illustrated clearly that hedge fund firms and other elective resource supervisors are playing an imperative part in financing the economy, giving much required capital and venture to the SME showcase, genuine bequest, and framework ventures, among others. As the segment plays a progressively standard part, issues such as money related wrongdoing and cyber security will stay central to encourage development. As later occasions appear, these stay a need for controllers and law requirement offices. He has also highlighted how Financial fraud appears to have possessed much of the Financial Conduct Authority’s (FCA) time.
This article has played a vital role in making me understand the significance of co ...
Money Laundering and Its Fall-out - ROLE OF INFORMATION TECHNOLOGY IN ANTI M...Resurgent India
In an effort to detect potential money laundering schemes, financial institutions have deployed anti-money laundering (AML) detection solutions and enterprise-wide procedural programs.
A case for intelligent autonomous ai (iai)Mark Albala
Many argue that 90% or more of the trades on Wall Street are either totally administered without the aid of humans or greatly assist humans in the execution of trades. Although in its infancy, it is easy to envision that this onslaught of the digitization of the marketplace, both in execution and administration has led to the volatility of the marketplace. We are in the infancy of autonomic AI, and the volatility is a condition of AI routines, with no one at the helm, being knee jerk in the reaction to swings in the market caused by other AI routines with no one at the helm. For a historical perspective, in 2014, it was estimated that 75% of trades was originated from automated trade systems. By 2017, JPM estimates were that over 90% of trades were executed algorithmically.
If we further envision, it is easy to assume that the next generation of these AI brokers will understand that they will fall short of maximized profit by following the ebbs and tides of the market caused by other AI brokers, thereby reducing the overall market volatility but also putting traders not armed with these tradebots at a severe disadvantage.
The same logic will hold true to other business functions that succumb to algorithmic execution. The risk will be forever present that knee jerk reactions to every departure from expected outcomes will derail those enabling these algorithms into a whirlwind of turbulence, while those who are smarter in their execution plan will be able to judge such turbulence for what it is, others enabling algorithms to react to every blip.
While today’s autonomic algorithms are smart, they are not intelligent because they are unable to segregate blips from true trends, thereby resulting in knee jerk reactions. This writing will focus on how not to fall into the knee jerker category when implementing autonomic AI.
La inteligencia artificial (IA) está demostrando ser una espada de doble filo. Si bien esto se puede decir de la mayoría de las nuevas tecnologías, ambos lados de la hoja de IA son mucho más nítidos, y ninguno de los dos es bien entendido.
Este artículo busca ayudar ilustrando primero una gama de trampas fáciles de pasar por alto. A continuación, presenta marcos que ayudarán a los líderes a identificar sus mayores riesgos e implementar la amplitud y profundidad de los controles matizados necesarios para eludirlos. Por último, ofrece una visión temprana de algunos esfuerzos del mundo real que se están llevando a cabo actualmente para hacer frente a los riesgos de IA mediante la aplicación de estos enfoques.
3 AI applications in banking to look out in 2025! Tyrone Systems
Artificial Intelligence has impacted one industry more than any other, it’s the Banking industry. For organizations working in the banking industry, it has become increasingly crucial to keep up with competition, and increase their standing as an innovative company.com
The drive to eliminate human fallibility has made artificial intelligence driven to the forefront of research and development. Its applications range from sorting what gets shown on your social media newsfeed to self-driving cars. It’s also expected to have a major impact in Fintech due to potential of game changing insights that can be derived from the sheer volume of data that humanity is generating. Enterprising ventures are banking on it to expose the gap in the market that has become increasingly small due to competition.
with great enthusiasm Insights Success has
shortlisted The 10 Most Trusted Fraud Detection
Solution Providers, 2019, who are working round the
clock to help is clients detect fraud, faster!
Leveraging Analytics to Combat Digital Fraud in Financial OrganizationsRicardo Ponce
Digitization creates major opportunities for financial services – automating operations, expanding channels, delivering engaging customer experiences. There are corresponding
challenges – unprecedented data and transaction volumes, channel control in electronic marketplaces, and preventing fraud when the fraudsters are technologically adept. To discuss the opportunities, challenges, and solutions around financial fraud in the digital age, IIA spoke with David Stewart, Director, Security Intelligence Practice-Banking at SAS Institute Inc.
Empowering the financial institutions with machine learning9 series
The finance sector has seen tremendous growth in the last few years with the adoption of Machine Learning algorithms. The main reason for such growth is the rise in affordable computing prowess for streamlining operations, optimizing portfolios, and underwriting loans.
How AI is impacting digital identity security.pdfVLink Inc
AI is revolutionizing digital identity security by enhancing authentication methods, detecting anomalies, and preventing fraud with its ability to analyze vast data sets and recognize patterns accurately.
Website : https://vlinkinc-my.sharepoint.com/:w:/g/personal/vipul_bhardwaj_vlinkinfo_com/EaQPA2UFPuxKomhOXisVC40Bmj4Jvbu6Zx5XRvmCfNJMSQ?e=cjJXCt
A recent Report of Nations survey suggested that frauds account for 5% of annual revenues in any organization. The technologies that can help prevent payment frauds: Artificial Intelligence, Blockchain and more!
Commentary: Making Dollars & Sense of the Platform EconomyCognizant
As market dynamics change, organizations must figure out how and where to plug and play with emerging platforms that create economies of scale and new forms of value.
Business Intelligence Being Used by Regulatory Authorities | Know More.pptxShield
Senior citizens are most vulnerable to financial predators. Business Intelligence helps keep financial advisors and brokers in check who can do so. It can be used as leverage to perform activities like getting insights into regulated organizations. Have a look at this slide and understand the concept. Click here to visit the site -https://www.shieldfc.com/resources/blog/business-intelligence-is-having-a-heyday/
Monitoring Emails and Transactions | Case ManagementShield
The need for case management solutions is always very high. Case management makes sure you have control over all the information, including that which was archived years ago. It ensures information of people, rules, and other resources that you need to give to the authorities. See this slide for information and go to the website for more info - https://bit.ly/3KMbYsW
More Related Content
Similar to Rules For AI in Financial Services | Sheild FC
6 use cases of machine learning in Finance Swathi Young
The use of Artificial Intelligence and Machine learning is increasingly adopted in multiple industries. Question is, does a regulated industry like Finance adopt AI/ML? the answer is a huge YES! Here we take a look at 6 different use cases:
* Chatbots
* RoboAdvisors
* Risk scoring
* Fraud Detection
* Insurance claims
* Underwriting
* regulatory compliance
Top of FormAnnotated BibliographyMohammed, D. (2018, JanuaryTakishaPeck109
Top of Form
Annotated Bibliography
Mohammed, D. (2018, January 1). Cybersecurity Compliance in the Financial Sector | Open Access Journals. Cybersecurity Compliance in the Financial Sector. https://www.icommercecentral.com/open-access/cybersecurity-compliance-in-the-financial-sector-.php?aid=50498
Mohammed, D. (2018, January 1) has investigated on array of challenges as state and national level authorities endeavor to manage with cybersecurity dangers, vulnerabilities, and cyber-crime dangers. His investigation conclude that researchers should require checks against careless behavior and fundamental countermeasures against false hones. He believes that controls moreover carry the potential to burden the money related industry with duplication of exertion and complex announcing plans. Such measures may demonstrate counterproductive when as it were gigantic enterprises with the assets to hold huge lawful and administrative divisions can survive in a riotous administrative environment and Controllers must approach the monetary industry with an indeed bottom, leveraging solid Congressional oversight where fundamental, whereas killing pointless burdens that smother money related development.
From this article, I have learned that Regulations can have positive impacts when they compel organizations to comply with recognized security measures. Be that as it may regulators must consider the impacts of wide enactment over the differing organizations working within the monetary industry. Regulators must consider the taken a toll organization cause since companies regularly pass these costs on to customers. Regulations frequently contain complicated dialect, requiring lawful groups to filter through and interpret. Be that as it may legal counselors do not bear the obligation for guaranteeing administrative compliance. Accomplishing compliance regularly demonstrates a troublesome challenge since numerous organizations lack the assets to completely get it and thus completely comply with complex administrative systems.
KENTH, J. A. G. D. E. V. (2019). Financial Crime and Cyber Security. Financial Crime and Cyber Security- The Hedge Fund Journal. https://thehedgefundjournal.com/financial-crime-and-cyber-security/
The author has researched a recent paper by AIMA illustrated clearly that hedge fund firms and other elective resource supervisors are playing an imperative part in financing the economy, giving much required capital and venture to the SME showcase, genuine bequest, and framework ventures, among others. As the segment plays a progressively standard part, issues such as money related wrongdoing and cyber security will stay central to encourage development. As later occasions appear, these stay a need for controllers and law requirement offices. He has also highlighted how Financial fraud appears to have possessed much of the Financial Conduct Authority’s (FCA) time.
This article has played a vital role in making me understand the significance of co ...
Money Laundering and Its Fall-out - ROLE OF INFORMATION TECHNOLOGY IN ANTI M...Resurgent India
In an effort to detect potential money laundering schemes, financial institutions have deployed anti-money laundering (AML) detection solutions and enterprise-wide procedural programs.
A case for intelligent autonomous ai (iai)Mark Albala
Many argue that 90% or more of the trades on Wall Street are either totally administered without the aid of humans or greatly assist humans in the execution of trades. Although in its infancy, it is easy to envision that this onslaught of the digitization of the marketplace, both in execution and administration has led to the volatility of the marketplace. We are in the infancy of autonomic AI, and the volatility is a condition of AI routines, with no one at the helm, being knee jerk in the reaction to swings in the market caused by other AI routines with no one at the helm. For a historical perspective, in 2014, it was estimated that 75% of trades was originated from automated trade systems. By 2017, JPM estimates were that over 90% of trades were executed algorithmically.
If we further envision, it is easy to assume that the next generation of these AI brokers will understand that they will fall short of maximized profit by following the ebbs and tides of the market caused by other AI brokers, thereby reducing the overall market volatility but also putting traders not armed with these tradebots at a severe disadvantage.
The same logic will hold true to other business functions that succumb to algorithmic execution. The risk will be forever present that knee jerk reactions to every departure from expected outcomes will derail those enabling these algorithms into a whirlwind of turbulence, while those who are smarter in their execution plan will be able to judge such turbulence for what it is, others enabling algorithms to react to every blip.
While today’s autonomic algorithms are smart, they are not intelligent because they are unable to segregate blips from true trends, thereby resulting in knee jerk reactions. This writing will focus on how not to fall into the knee jerker category when implementing autonomic AI.
La inteligencia artificial (IA) está demostrando ser una espada de doble filo. Si bien esto se puede decir de la mayoría de las nuevas tecnologías, ambos lados de la hoja de IA son mucho más nítidos, y ninguno de los dos es bien entendido.
Este artículo busca ayudar ilustrando primero una gama de trampas fáciles de pasar por alto. A continuación, presenta marcos que ayudarán a los líderes a identificar sus mayores riesgos e implementar la amplitud y profundidad de los controles matizados necesarios para eludirlos. Por último, ofrece una visión temprana de algunos esfuerzos del mundo real que se están llevando a cabo actualmente para hacer frente a los riesgos de IA mediante la aplicación de estos enfoques.
3 AI applications in banking to look out in 2025! Tyrone Systems
Artificial Intelligence has impacted one industry more than any other, it’s the Banking industry. For organizations working in the banking industry, it has become increasingly crucial to keep up with competition, and increase their standing as an innovative company.com
The drive to eliminate human fallibility has made artificial intelligence driven to the forefront of research and development. Its applications range from sorting what gets shown on your social media newsfeed to self-driving cars. It’s also expected to have a major impact in Fintech due to potential of game changing insights that can be derived from the sheer volume of data that humanity is generating. Enterprising ventures are banking on it to expose the gap in the market that has become increasingly small due to competition.
with great enthusiasm Insights Success has
shortlisted The 10 Most Trusted Fraud Detection
Solution Providers, 2019, who are working round the
clock to help is clients detect fraud, faster!
Leveraging Analytics to Combat Digital Fraud in Financial OrganizationsRicardo Ponce
Digitization creates major opportunities for financial services – automating operations, expanding channels, delivering engaging customer experiences. There are corresponding
challenges – unprecedented data and transaction volumes, channel control in electronic marketplaces, and preventing fraud when the fraudsters are technologically adept. To discuss the opportunities, challenges, and solutions around financial fraud in the digital age, IIA spoke with David Stewart, Director, Security Intelligence Practice-Banking at SAS Institute Inc.
Empowering the financial institutions with machine learning9 series
The finance sector has seen tremendous growth in the last few years with the adoption of Machine Learning algorithms. The main reason for such growth is the rise in affordable computing prowess for streamlining operations, optimizing portfolios, and underwriting loans.
How AI is impacting digital identity security.pdfVLink Inc
AI is revolutionizing digital identity security by enhancing authentication methods, detecting anomalies, and preventing fraud with its ability to analyze vast data sets and recognize patterns accurately.
Website : https://vlinkinc-my.sharepoint.com/:w:/g/personal/vipul_bhardwaj_vlinkinfo_com/EaQPA2UFPuxKomhOXisVC40Bmj4Jvbu6Zx5XRvmCfNJMSQ?e=cjJXCt
A recent Report of Nations survey suggested that frauds account for 5% of annual revenues in any organization. The technologies that can help prevent payment frauds: Artificial Intelligence, Blockchain and more!
Commentary: Making Dollars & Sense of the Platform EconomyCognizant
As market dynamics change, organizations must figure out how and where to plug and play with emerging platforms that create economies of scale and new forms of value.
Similar to Rules For AI in Financial Services | Sheild FC (20)
Business Intelligence Being Used by Regulatory Authorities | Know More.pptxShield
Senior citizens are most vulnerable to financial predators. Business Intelligence helps keep financial advisors and brokers in check who can do so. It can be used as leverage to perform activities like getting insights into regulated organizations. Have a look at this slide and understand the concept. Click here to visit the site -https://www.shieldfc.com/resources/blog/business-intelligence-is-having-a-heyday/
Monitoring Emails and Transactions | Case ManagementShield
The need for case management solutions is always very high. Case management makes sure you have control over all the information, including that which was archived years ago. It ensures information of people, rules, and other resources that you need to give to the authorities. See this slide for information and go to the website for more info - https://bit.ly/3KMbYsW
Financial firms and banks are utilizing advanced risk management solutions for better data management and capturing. To achieve risk management compliance it is necessary to regularly refresh the technologies to keep up with the increasing number of data sources and to maintain better end-to-end surveillance. Have a look at this presentation and visit our website for more information. Visit: https://bit.ly/3Q1LHIe
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Archiving Sounds Simple With Artificial Intelligence | ShieldShield
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Monitoring And Data Archiving | AI-Powered SurveillanceShield
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Wholly Embrace Digital Transformation | Communication ComplianceShield
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Utilization Of Artificial Intelligence | Financial ComplianceShield
Artificial intelligence will help financial compliance professionals by automating time-saving compliance tasks and it can enhance the decision-making process. AI will prompt them with the right decisions, highlight potential errors, and allow them to carry out tasks more efficiently and accurately. Have a look at this infographic and visit our website for detailed information: https://bit.ly/3u8mzaD
It's time now to look at the new compliance normal and requirements were relaxed at the onset of the pandemic. checkout this presentation to know about the new compliance normal and post covid new normal and visit this blog here: https://bit.ly/3l4qh08
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Initial Guide For Impact of Blockchain in Capital MarketsShield
The potential impact of Blockchain on Capital Markets is undeniable, and the question of how Blockchain can impact Capital Markets can be answered by using fast and efficient processes that are widely accepted. Have a look at this presentation and visit our website for more details: https://bit.ly/3LGjXaM
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Maintain The Informational Firewall With The Help Of ShieldShield
Maintaining the informational divide is difficult and can lead to many more problems in financial institutions still keeping the informational firewall with detection tools in place is the best option along with the latest AI innovations. To know more visit: https://bit.ly/3qczXZp
How Is Information Sharing Harmful - Shield FCShield
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Stay one Step Ahead Using Technology - ShieldShield
Technology is a double-edged sword: bad actors are using technology to circumnavigate advanced fraud-detection technology. Read the PDF to know more or visit us at https://bit.ly/3KyfAxF
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Personal Brand Statement:
As an Army veteran dedicated to lifelong learning, I bring a disciplined, strategic mindset to my pursuits. I am constantly expanding my knowledge to innovate and lead effectively. My journey is driven by a commitment to excellence, and to make a meaningful impact in the world.
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Memorandum Of Association Constitution of Company.pptseri bangash
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A Memorandum of Association (MOA) is a legal document that outlines the fundamental principles and objectives upon which a company operates. It serves as the company's charter or constitution and defines the scope of its activities. Here's a detailed note on the MOA:
Contents of Memorandum of Association:
Name Clause: This clause states the name of the company, which should end with words like "Limited" or "Ltd." for a public limited company and "Private Limited" or "Pvt. Ltd." for a private limited company.
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Registered Office Clause: It specifies the location where the company's registered office is situated. This office is where all official communications and notices are sent.
Objective Clause: This clause delineates the main objectives for which the company is formed. It's important to define these objectives clearly, as the company cannot undertake activities beyond those mentioned in this clause.
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Liability Clause: It outlines the extent of liability of the company's members. In the case of companies limited by shares, the liability of members is limited to the amount unpaid on their shares. For companies limited by guarantee, members' liability is limited to the amount they undertake to contribute if the company is wound up.
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Capital Clause: This clause specifies the authorized capital of the company, i.e., the maximum amount of share capital the company is authorized to issue. It also mentions the division of this capital into shares and their respective nominal value.
Association Clause: It simply states that the subscribers wish to form a company and agree to become members of it, in accordance with the terms of the MOA.
Importance of Memorandum of Association:
Legal Requirement: The MOA is a legal requirement for the formation of a company. It must be filed with the Registrar of Companies during the incorporation process.
Constitutional Document: It serves as the company's constitutional document, defining its scope, powers, and limitations.
Protection of Members: It protects the interests of the company's members by clearly defining the objectives and limiting their liability.
External Communication: It provides clarity to external parties, such as investors, creditors, and regulatory authorities, regarding the company's objectives and powers.
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Binding Authority: The company and its members are bound by the provisions of the MOA. Any action taken beyond its scope may be considered ultra vires (beyond the powers) of the company and therefore void.
Amendment of MOA:
While the MOA lays down the company's fundamental principles, it is not entirely immutable. It can be amended, but only under specific circumstances and in compliance with legal procedures. Amendments typically require shareholder
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1. AI in Financial Services –
What are the Rules?
https://www.shieldfc.com/
Your AI can no
longer remain a
black box.
2. Implicit Bias in Machine Learning
A Call for Governance
Let’s step back a moment for a quick
primer into how implicit bias has
apparently crept into financial risk
assessment models. First, machine
learning (ML) is an applied form of AI.
The term originated to describe the
practice of how the machine learns to
associate X with Y.
The wild, wild West analogy
here refers to a lack of self-
agency and policing which
leads to an “anything goes”
type of environment. Even
in an industry as tightly
regulated as financial
services,
3. https://www.shieldfc.com/
What’s Next?
The RFI will likely not probe deeply enough on
how financial firms are flagging transactions to
alert compliance officers to potential fraud and
money-laundering schemes. Nor will they likely
be able to elucidate how firms are analyzing
unstructured data to obtain insights alerting them
to suspected instances of market abuse.
The goal is a better understanding of and rules
governing how AI and ML should be applied to alert
compliance officers to suspected market abuse.