Sarmad Ali - author on Datafloq https://datafloq.com/user/sarmadalisipra/ Data and Technology Insights Tue, 02 Jan 2024 11:20:37 +0000 en-US hourly 1 https://wordpress.org/?v=6.5.3 https://datafloq.com/wp-content/uploads/2021/12/cropped-favicon-32x32.png Sarmad Ali - author on Datafloq https://datafloq.com/user/sarmadalisipra/ 32 32 5 Ways How eCommerce Businesses Can Use ChatGPT https://datafloq.com/read/5-ways-how-ecommerce-businesses-can-use-chatgpt/ Tue, 02 Jan 2024 11:19:57 +0000 https://datafloq.com/?post_type=tribe_events&p=1093514 Today the digital world is developing day by day and new tools are being created and introduced every day. To keep up with the fast-developing digitized world is hard and […]

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Today the digital world is developing day by day and new tools are being created and introduced every day. To keep up with the fast-developing digitized world is hard and you need to constantly be involved in the updates of technologies. Below you will learn about one of the most popular tools, ChatGPT, that uses artificial intelligence for functioning. You will learn more about eCommerce businesses and their types. In this blog post, we will clarify the concept of ChatGPT, mention its advantages and disadvantages, and introduce to you five ways that ChatGPT can be used by eCommerce businesses.

ChatGPT: Advantages and Disadvantages

ChatGPT is a complex form of chatbot that uses AI (artificial intelligence) to provide diverse answers to users. ChatGPT can give answers to various inquiries, starting from generating a paragraph to a whole essay, it can give explanations to different problems, and expand on diverse topics. This chatbot was launched to facilitate human work in many spheres. ChatGPT generates texts, images, and explanations, creates outlines, and generates interview questions for required positions. It is a more complicated system than other chatbots. ChatGPT uses artificial intelligence and generates human-like answers and texts.

Being so multifunctional, the use of ChatGPT can be beneficial in certain cases, but simultaneously, ChatGPT can have disadvantages alongside the advantages. To have a better and clearer understanding of the functionality of ChatGPT, let's point out some of its advantages.

Ability to Learn

One of the main advantages that ChatGPT has is its ability to improve itself and learn based on every inquiry. Each conversation influences ChatGPT in terms of learning something new and improving later answers. Based on the already given answers and received information, ChatGPT is capable of improvement and it is constantly learning something new.

No Language Barriers

Another benefit of ChatGPT is that it can engage in conversation in different languages. The multilingual function of ChatGPT empowers businesses to maintain communication with speakers of different languages. Thus, ChatGPT does not have language barriers, in contrast to people.

Availability

What can be considered more beneficial than the fact that ChatGPT is available all the time? ChatGPT has a 24/7 availability, it can function properly anytime unlike human workers. This advantage gives the preference to ChatGPT over human workers.

Increases Customer Satisfaction

One advantage that ChatGPT has is that the use of ChatGPT results in a high customer satisfaction level. As mentioned above, ChatGPT is available to engage in conversation with customers anytime and can give proper answers to customers who speak different languages. All these result in a high rate of customer satisfaction.

Natural Language Understanding

Another advantage of ChatGPT is that it applies natural language understanding. ChatGPT engages in conversations with people generating human-like texts and answers, understanding human requests. This empowers ChatGPT with not only being able to answer like people but also working longer than people do and not getting exhausted.

Having discussed the advantages that ChatGPT has, you should also learn about its disadvantages, Well, some of them are:

Lack of Emotional Understanding

One major disadvantage of ChatGPT is its lack of emotional understanding like all people. ChatGPT does not understand the emotions of human beings and may misinterpret the inquiries, as they have some emotional context. ChatGPT does not understand empathy, happiness, anger, or any other emotions that are only typical to human beings.

Needs Reviewing

As ChatGPT provides answers that are generated by a chatbot that uses artificial intelligence the answers have a characteristic and usage of words that make it easier to identify the texts that are generated by ChatGPT. This characteristic of ChatGPT makes it required for the users to double-check the test and content generated by ChatGPT. Thus, this is the disadvantage that causes additional work in reviewing the text and making it more human-like.

Misinformation

We mentioned that one of the advantages of ChatGPT is its ability to learn all the time. But this ability can be disadvantageous. ChatGPT has access to broad data, and it uses the information to give answers and each time an improved answer, but as ChatGPT is an artificial intelligence, it can't distinguish between biased and unbiased information and and may give answers based on wrong information. Thus, ChatGPT may not always give a completely valid answer.

Thus, ChatGPT can be used for different purposes, it is multifunctional and can be useful, despite its disadvantages. ChatGPT is capable of generating texts, research papers, and even project scope for project management. It can break down complex texts, give summaries for long writings, and analyses for any paper provided.

eCommerce Businesses

eCommerce, which stands for electronic commerce, encompasses the processes of buying and selling online. This buying and selling can take place on different platforms and have different characteristics and functionalities. The process of electronic commerce is not complicated and requires quite simple steps for realization. For a better understanding of eCommerce businesses, let's point out the types of eCommerce businesses.

There are different types of eCommerce businesses.

  • Consumer to Consumer (C2C)

This is the process of selling and buying that occurs between the consumers. In other words, when a consumer sells products to another consumer.

  • Business to Consumer (B2C)

B2C eCommerce is the process by which a business sells goods and services to consumers.

  • Consumer to Business (C2B)

This process of eCommerce requires a consumer to sell goods to businesses.

  • Business to Business (B2B)

B2B eCommerce includes a business selling goods and products to another business.

eCommerce is the process of selling goods on digital platforms. The whole process is not difficult at all. All it requires is to list the products on the preferred platform and market it on social media. Consumers and businesses that sell online have access to the data of their customers. This information assists them in a better understanding of the buying behavior of their customers.

5 Ways of Using ChatGPT in eCommerce Businesses

Having established the concept of eCommerce and its types, you may question how ChatGPT and eCommerce can be connected. When used properly ChatGPT can be quite useful for eCommerce businesses. To understand how ChatGPT can be used by eCommerce businesses, let's discuss five ways of making the best use of ChatGPT for your eCommerce business.

Data Analyses

One way of using ChatGPT in e-commerce businesses is using it for data analyses. ChatGPT can analyze the data gathered from the customers and provide you with the information needed. ChatGPT analyzes the information taken from the conversations with the customers, this way identifying the needs, preferences, likes, and dislikes of customers. Hence, ChatGPT provides eCommerce businesses with valuable data.

Customer Support

ChatGPT is a handy way of building good customer support. ChatGPT is always ready to give answers to customers‘ inquiries, regardless of the time. It is one of the biggest advantages of ChatGPT. With the help of ChatGPT, the customers won't have to wait for an answer, moreover, they will receive an answer anytime they ask a question.

Product Recommendation

Another good way of using ChatGPT in e-commerce businesses is using it for product recommendations. As ChatGPT engages in conversations with customers and identifies the needs, preferences, and pain points of customers, it can easily recommend products, goods, and services that will meet the needs of the customer. Thus, CHatGPT can be quite beneficial here as well.

Virtual Assistant

ChatGPT is a good help for eCommerce businesses when it comes to having a shopping assistant for the customers. hence, ChatGPT empowers eCommerce businesses to provide a virtual assistant. ChatGPT can serve customers as a virtual assistant, who will guide them through their shopping experience. ChatGPt can help the customers identify the goods they need and find them for the customers.

Feedback Analyses

Last but not least is the feedback analyses that ChatGPT can provide for eCommerce businesses. As we have already mentioned ChatGPT collects a lot of information from the customers so it won't pose any difficulty for ChatGPT to provide feedback analyses for eCommerce businesses. Thus, ChatGPt can analyze the feedback received from customers and provide eCommerce businesses with valuable information for later improvements and changes.

Hence, regardless of its advantages and disadvantages, ChatGPT can be very useful when it comes to eCommerce businesses. As we have already mentioned, ChatGPT can be used for data and feedback analyses, customer support, and product recommendations.

Conclusion

In conclusion, ChatGPT is a complex chatbot that provides users with answers to any question, starting from generating short paragraphs to writing a whole research paper. ChatGPT has a lot of advantages and can be used for different purposes, but it also has disadvantages alongside the benefits. Despite all the pros and cons that we have discussed above, ChatGPT is a sophisticated and very useful tool. One way that ChatGPT can be used is in eCommerce businesses. As we have already mentioned, eCommerce businesses include the processes of buying and selling goods and services on digital platforms. Thus, ChatGPT can be used in different ways for eCommerce businesses, from data analyses to feedback analyses.

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Transforming Compliance Transaction Monitoring: The Future of Anti-Money Laundering https://datafloq.com/read/transforming-compliance-transaction-monitoring-the-future-of-anti-money-laundering/ Mon, 30 Oct 2023 06:42:28 +0000 https://datafloq.com/?p=1087434 In the world of financial institutions, monitoring transactions for money laundering and financial crime risks is a complex and ever-evolving challenge. Regulations mandate extensive anti-money laundering (AML) programs, including the […]

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In the world of financial institutions, monitoring transactions for money laundering and financial crime risks is a complex and ever-evolving challenge. Regulations mandate extensive anti-money laundering (AML) programs, including the monitoring of suspicious activities. But what defines something as suspicious, and how can financial institutions ensure they effectively mitigate these risks? This article explores the evolving landscape of transaction monitoring and the technology-driven solutions that can revolutionize the fight against financial crime.

The Challenge of Suspicious Activity Detection

Traditionally, financial institutions have cast a wide net when identifying suspicious activities, resulting in a barrage of false positives. This flood of alerts can overwhelm AML teams and offer limited insights into truly unknown risks. However, the industry is at a crossroads, and it's time for anti-financial crime professionals to shift their focus toward effectiveness and efficiency.

Embracing Technological Advancements 

The evolution of transaction monitoring requires leveraging cutting-edge technology. While AML programs were conceived before the era of Teslas, iPhones, and advanced AI models like ChatGPT, today's technology landscape offers unprecedented opportunities. Recent innovations in AML technology, coupled with growing regulatory acceptance, empower financial institutions to adopt an entity-centric approach to risk assessment. 

The Future of Transaction Monitoring 

Expanding the Role of Rules: While AI and machine learning are invaluable tools for detecting suspicious activities, they should complement, not replace, rules-based detection. Rules serve as a crucial check on AI biases and ensure comprehensive coverage of known typologies. They also enhance machine learning models by providing robust detection and explainability.

Connections Never Before Made: AML teams are poised to gain a comprehensive understanding of their customers in the coming years. Advanced data enrichment, entity resolution, and network analytics capabilities can eliminate duplicate records, enrich customer profiles with third-party risk information, and uncover hidden risks. This expanded understanding will enable the detection of complex or previously unseen money laundering schemes. 

Cross-FI AML Collaboration: Despite privacy concerns, industry-wide collaboration is crucial for combating financial crime effectively. Technology can facilitate privacy-safe data sharing through federated learning, suspicious entity sharing, and cross-industry networks. Breaking down silos and sharing insights is essential to stay ahead of emerging threats. 

Focus on Continuous Optimization: Detection effectiveness doesn't stop after an alert is triggered. Feedback from investigations becomes pivotal in refining detection models and customer segmentation, reducing false-positive rates. Historical data can be harnessed to streamline manual work, investigation procedures, and alert handling.

Organizational Transformation 

As know your transaction monitoring continues to advance, compliance organizations are poised for substantial transformations. The integration of cutting-edge analytics is projected to diminish the requirement for junior-level investigators primarily tasked with managing false positives. However, this shift is expected to result in a surge in demand for senior-level investigators who possess the expertise needed to address the heightened intricacies of emerging alerts.

 

Reduced False Positives Handling: With the implementation of advanced analytics, false tremendous prices can probably drop extensively. For example, groups have pronounced as much as a 50% reduction in false positives after adopting machine-gaining knowledge of-based transaction monitoring structures.

 

Increased Alert Complexity: The complexity of symptoms is increasing. By 2022, approximately sixty-five percent of the signals generated through the source of the collaborative monitoring system were considered high risk, compared to 45% during the previous 12 months. . This reflects the continuing need for experienced researchers.

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Demand for Senior-Level Investigators: The call for senior researchers is expected to grow by 30% over the next 5 years, in the analysis of a 10% decrease in the call for junior degree researchers. This highlights the changing dynamics of internal regulatory bodies.

 

Compliance Accuracy: Advanced analytics are also associated with a 15-20% increase in compliance accuracy, reducing the risk of regulatory fines and reputational damage.

Implementing these technological improvements will require AML information and statistics technological know-how experts. Consequently, compliance organizations will create committed technology features. Cloud-based solutions will reduce the need for an in-house IT group of workers, as specialized answer companies assume that role.

Conclusion: Advancing the Fight Against Financial Crime

In the area of transaction monitoring, we stand at a pivotal moment. With the proper gear and techniques, economic establishments can enhance their capacity to come across money laundering correctly and recognize without a doubt suspicious activities. It's time to move past chasing fake positives in the name of compliance and take a proactive stance in the ongoing war against monetary crime. 

By embracing a superior era, fostering cross-industry collaboration, and continually optimizing detection approaches, the future of transaction monitoring promises a more powerful and green approach to safeguarding the economic device. As the monetary panorama continues to evolve, so too have our techniques for preventing monetary crime.

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Are We Still Talking About the Metaverse? https://datafloq.com/read/are-we-still-talking-about-the-metaverse/ Tue, 03 Oct 2023 05:49:12 +0000 https://datafloq.com/?post_type=tribe_events&p=975697 It wasn't that long ago that Metaverse was being mentioned constantly. If an executive even tangentially linked to a video game company was asked about the future, there was mention […]

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It wasn't that long ago that Metaverse was being mentioned constantly. If an executive even tangentially linked to a video game company was asked about the future, there was mention of the Metaverse.

The Challenge of Defining the Metaverse

It's the “next best thing”, and, like VR, companies are doing everything in their power to make sure it doesn't take off. That's if they can even really explain what it is and why anybody should care.

It has popped back up this week thanks to the mention of PlayStation Home, the game console social space fondly remembered by people blissfully unaware that it launched 15 years ago. Sorry to spoil your day. PlayStation chief Jim Ryan called it 10-15 years ahead of its time. Which would put us to now, and there's still nothing really like it.

And as fondly remembered as it is, there's a good reason for that. The concept just isn't particularly appealing. It was cool, and people get very nostalgic about it, but what does it do that other, better options can't beat out?

Look, we have chat rooms and video chat, and we have online games. We can play an endless selection of casinos. Some streaming platforms have group watch functionality. Can someone explain to me why creating an avatar adds anything to any of those activities? Does having it all in one place, held together via a clunky hub world, really help people connect?

Is the Metaverse Still Relevant in 2023?

Is the idea of having a second life from the comfort of your home really something anybody wants in 2023? I got it a few years ago, while we were in lockdown. But today?

And that's presuming you want to connect digitally, which is fair enough. But watching a film in a digital realm will never feel as cool as sitting with friends and watching it in real life. Not always possible, I admit. But there is not a mass audience out there for people who want to watch movies with friends but can't and will then choose a less cool digital alternative as a second option.

Now, I'm not saying the Metaverse can't happen. Clearly, the success of PlayStation Home proves that, under the right circumstances, it absolutely can.

But those circumstances were ‘free to download on hugely popular consoles, containing mountains of cross-promotional content and with in-game prizes for those that play'.

The Metaverse's Ambitious Goals

It didn't involve the purchase of an expensive VR set. It didn't require anything more than hitting download. And nobody suggested for even a second that it should replace your office space. However, if it had, I'd have been able to display my trophies, and my co-workers would undoubtedly be at best uninterested.

But that's not what the Metaverse is all about. It's about evolving social media. It's about real life online. And despite evidence seemingly to the contrary, real life still happens in real life. And people like it that way. In the age of work from home, when all the best entertainment we used to enjoy is often now better from the comfort of our living room, sticking on a VR headset for socialising is neither practical nor healthy.

That is the challenge that all these companies talking about the Metaverse have to face. They're trying to create a social space that is better than real life – that takes all of the entertainment and fun and digitises it, removing distance between people, friends and family. And in theory, that is fantastic. One of the few boons of social media is that it is easier than ever to stay connected with others.

But the bit they're not announcing in keynote addresses is that they want you to do it on their platform and with their expensive headset. And that is the opposite of togetherness. It is the opposite of fun.

Maybe they do have things to learn from PlayStation Home after all.

Market Push for the Metaverse

Ultimately, the Metaverse doesn't need to appeal to everybody. It just needs to appeal to enough people to make it successful. That's a very different prospect, and it's why I'm hesitant to dismiss it entirely. There are always enough people to make things successful if you can reach them.

And the push to market it is strong, even though sometimes it feels like all the big tech companies have fallen for some 4Chan prank. “Yeah, invest billions in this, it'll totally pay off.”

As with VR, the key is saturation. The first to reach a tipping point of users will be the king of the Metaverse. And maybe it'll happen sooner rather than later. Maybe in a few year's time, you'll be reading this on your digital computer in your own Metaverse home, and you'll be laughing at how I failed to see the potential in something so ubiquitous.

I'm willing to believe it in theory. But someone somewhere is going to have to get their act together to make that happen. And what's more likely? People holding onto their real life for a long time to come, or someone at Facebook getting their act together. Yeah, I thought so.

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How to Integrate Successful KYB Compliance in a Marketing Agency? https://datafloq.com/read/how-to-integrate-successful-kyb-compliance-in-a-marketing-agency-2/ Thu, 07 Sep 2023 11:22:40 +0000 https://datafloq.com/?p=1072414 Marketing agencies are constantly onboarding new clients, it is complicated for them to onboard different clients and deal with various projects simultaneously. With all these, they must meet the rigid […]

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Marketing agencies are constantly onboarding new clients, it is complicated for them to onboard different clients and deal with various projects simultaneously. With all these, they must meet the rigid regulations to protect themselves from the regulatory authorities' unwanted fines. These companies can use marketing agencies for their illicit activities, most counterfeit companies are involved in money laundering. Know Your Business KYB is a regulation designed to protect businesses that rely on other businesses (B2B). KYB compliance ensures the business is authentic and legitimate by identifying the company's identity. 

What are the KYB Checks? 

 It is simple for a business to learn what KYB means and how it works. The KYB check is the process of identifying the company and its ultimate beneficial owners ( UBOs). Often, it is involved in verifying the company by its name, address, phone number, source of funds, financial statements, and activities. Additionally, for KYB compliance, marketing agencies must analyze the business risk according to their location and the industry in which they work. KYB regulations are constantly upgraded with time, such as Financial Action Task Force ( FATF) changed international guidelines to combat money laundering and financial scams. For KYB compliance, it is also essential for the businesses to identify all ultimate beneficial owners of the company and ensures they are not involved in any criminal activity. 

Why is KYB Compliance Essential in Marketing Agencies? 

By the effective KYB process, marketing agencies can protect themselves from financial losses resulting from money laundering, criminal activities, and fraud. There are various regulation authorities that make sure businesses meet various obligations and identity their customers. In the marketing industry, the USA Patriot Act and the Financial Crimes Enforcement Network (FinCEN) set regulations, that companies must meet during the KYB process. These obligations came under the AML regulations, and noncompliance with these obligations can cause costly organizations and lead to hefty fines. 

In the marketing agency, retaining the customer after onboarding is the most difficult task. Developing an effective onboarding process ensures a streamlined procedure and verify clients stay with the agency. KYB compliance protects the marketing agency's reputation by showing the client that the company is only working with legitimate clients and not involved in working with any high-risk industry client. 

How Streamlined KYB Compliance Process? 

Digital KYB compliance enhances the security of the marketing agency and accuracy while meeting regulatory requirements. The traditional technique of verifying the business is time-consuming and overloaded for the customers and the companies. Most companies neglect KYB's compliance because of its challenging checks. This one mistake makes them vulnerable to scammers and regulatory fines authorities. Noncompliance marketing agencies can face hefty fines and legal courts or end in a sentence. Given below are some steps which accelerate KYB compliance:

Predefined KYB Procedure 

Review the client onboarding process time by time to discover the procedure's loopholes. Before onboarding a new client, monitor KYB checks to see if these are according to AML regulations. Established guidelines streamline the onboarding process and identify the client business effectively. It ensures a user-friendly onboarding process, which is simple for clients. The complex compliance process is the main reason behind the customer bounce rate. Companies should design the KYB compliance procedure according to specific requirements essential for business verification. It will reduce the time and accelerate the onboarding procedure. To have a positive impact on customers, companies must redefine their onboarding procedures. It should clear all the documentation and information needed for the business verification before starting the process. With a clear predefined KYB compliance process, companies can effectively and constantly onboard clients. 

Risk Assessment Framework

Implement the risk assessment algorithms which divide the clients according to their risk levels. Conduct the risk according to the industry they work in and the services they are using. Marketing agencies should determine the client risk according to the factors which are hazards for the company, such as the location, business, nature of transactions, source of funds, and the ultimate owners of the company. For adequate risk assessments, marketing agencies should categorize risk levels as high, medium, or low. A business that creates transparency in their company and legitimate paper works falls in the low-risk, and high-risk companies have politically exposed persons (PEPs) or working in high-risk industries.

Screen Beneficial Owners 

A Company can have various ultimate beneficial owners (UBOs), to reap authentic results during business verifying marketing agencies should screen all the UBOs separately. It provides information about the company owner's structure and source of funds. The marketing agency can identify beneficial owners by screening all the information against watchdogs' sanction lists of government and private parties. For that, agencies must collect identity-verifying documents and all required jurisdiction papers of business beneficial owners. 

Automate KYB Compliance 

Overall verifying businesses for marketing agencies is as vital as for financial institutes. The effective KYB compliance procedure protects companies from scammers and enhances growth. Traditional business verification is complicated and time-consuming for the marketing agency. There are various know your business kyb service provider that automates the onboarding process with advanced technology. Marketing agencies can use these service providers to streamline this complicated process and onboard clients confidently. 

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