

{"id":256888,"date":"2022-10-26T18:34:27","date_gmt":"2022-10-26T13:04:27","guid":{"rendered":"https:\/\/www.jigsawacademy.com\/?p=256888"},"modified":"2022-10-26T18:35:13","modified_gmt":"2022-10-26T13:05:13","slug":"the-future-of-artificial-intelligence-in-finance-in-india","status":"publish","type":"post","link":"https:\/\/www.jigsawacademy.com\/blogs\/the-future-of-artificial-intelligence-in-finance-in-india\/","title":{"rendered":"The Future of Artificial Intelligence in Finance in India"},"content":{"rendered":"<h3 aria-level=\"1\"><b><span data-contrast=\"auto\">Introduction\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:400,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">The <\/span><b><span data-contrast=\"none\">finance industry<\/span><\/b><span data-contrast=\"none\"> is among those who are figuring out ways to use revolutionary Artificial Intelligence technology. Artificial Intelligence refers to machines or systems replicating human intelligence and performing tasks like humans. Al intends to enhance human skills and capabilities to help them do their work easily and effectively. The<\/span><b><span data-contrast=\"none\"> future of AI in finance<\/span><\/b><span data-contrast=\"none\"> is thoroughly discussed in this blog.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Machine Learning is an essential application of Artificial Intelligence. It mainly focuses on building systems that perform based on the input data without requiring numerous human interventions such as coding, etc. According to a study, <\/span><a href=\"https:\/\/www.outlookindia.com\/business\/83-indian-financial-organisations-say-ai-enhances-customer-experience-finds-study-news-184589\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">83% of Indian financial institutions<\/span><\/a><span data-contrast=\"none\"> say AI improves the customer experience.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">The world of finance has grown a lot since the emergence of Artificial Intelligence and Machine Learning. It encompasses capital markets, money, investments, banking, leverage or debt, credit, and the development and regulation of financial institutions. With the growing technical environment, pictorial presentation and trend analysis have become quite common, and Artificial Intelligence plays a large part in it. The<\/span><b><span data-contrast=\"none\"> future of Al in finance<\/span><\/b><span data-contrast=\"none\"> is quite bright as, traditionally, it was done manually and consumed a lot of time, but now you can do that in the blink of an eye. Not only can you manage the flow of money, but you can also optimize profitability, calculate taxes, measure cash flow, ensure compliance, and much more.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"2\"><b><span data-contrast=\"auto\">Al and the Financial Activities Use-Cases\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:360,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">Financial services adopted Al primarily to use it for Know Your Customer (KYC), Anti-Money Laundering (AML), and fraud detection operations.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Here are the top 10 uses of Al in financial services:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\u25cf\" data-font=\"Calibri\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Credit Scoring<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:240,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">The use of artificial intelligence (AI) is a wonderful way to improve credit scoring by leveraging more data to provide individualized credit scores based on current income, career opportunities, recent credit history, and earning potential in addition to earlier credit histories.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\u25cf\" data-font=\"Calibri\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Cost Reductions\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:240,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">Due to AI&#8217;s capacity to automate labor-intensive activities, labor costs can be decreased while quality is raised.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\u25cf\" data-font=\"Calibri\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Process Optimization<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:240,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">The practice of transforming internal and external financial duties and responsibilities for a higher time, cost, and resource savings is known as AI-based finance process optimization.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\u25cf\" data-font=\"Calibri\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Risk Management\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:240,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">AI assesses unstructured data about potentially dangerous actions or activities in an organization&#8217;s operations. AI systems are able to recognize behavioral patterns associated with previous events and translate them into danger indicators.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\u25cf\" data-font=\"Calibri\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Quantitative Trading<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:240,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">The development of AI in the financial markets has been quite remarkable. For instance, supervised learning models can accurately forecast the behavior of creditors or customers using the vast amounts of already available data.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\u25cf\" data-font=\"Calibri\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">Detection of Fraud<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:240,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">AI is a broad term that refers to the use of particular types of investigation to carry out tasks ranging from driving a car to fraud detection via rules-based calculations.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\u25cf\" data-font=\"Calibri\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Financial Advice<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:240,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">AI supports managers in managing investment portfolios and assures logical, data-driven decision-making. Long-term investment profitability is therefore increased as a result.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\u25cf\" data-font=\"Calibri\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Personalized Banking<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:240,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">The applications of AI in the financial sector are astounding. The banks are using AI for a variety of purposes, including identifying fraud, improving customer experience, tracking customer behavior to offer more individualized services, examining consumer credit histories to forecast risks connected with loan allocation, and many others.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\u25cf\" data-font=\"Calibri\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Regulatory Compliance\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:240,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">The speed and accuracy with which AI can process huge amounts of data has the potential to revolutionize regulatory compliance.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\u25cf\" data-font=\"Calibri\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Customer Retention<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:240,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">Businesses can now track the actions and behaviors of their customers in real-time thanks to AI. Companies can use this data to personalize marketing campaigns, provide better customer service, and increase client retention rates.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"3\"><b><span data-contrast=\"auto\">Asset Management and the Buy Side\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:320,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">An Asset Management Company gathers funds from either individual or institutional investors and utilizes the same to raise client capital. An asset management company determines the best method of asset utilization to reap maximum profits for clients. The AMC accumulates the fund from the public and considers various risks, including market, political, etc. In the same way, it invests in both high-risk and low-risk securities, including debts, stocks, bonds, pension funds, and others. AMC is considered a buy-side entity, given its need for information that would help it make smart and lucrative investment decisions. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">AMC uses finance for the following purposes and more:\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li><span data-contrast=\"none\">Research and Analysis\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Asset Allocation\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Portfolio Development<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Performance evaluation<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:240,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<\/ul>\n<h3 aria-level=\"3\"><b><span data-contrast=\"auto\">Algorithmic Trading\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:320,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">The Automated Trading System is a synonym for Algorithmic Trading. Algorithmic trading is using computers programmed to follow a defined set of instructions for placing a trade to generate profits at a speed and frequency that is impossible for a human trader. This kind of trading mainly involves the use of computer-assisted techniques such as Naive Bayes, Decision Tree, and Random Forest, so it mainly depends on Al. Hence, Al in finance plays a very crucial role. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><b><span data-contrast=\"auto\">Credit Intermediation and the Assessment of Credit-worthiness\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:320,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Credit intermediation acts as a middleman for two parties in a lending process by proposing and presenting credit agreements to consumers. Credit intermediary uses AL as the major work of credit intermediary involves general financial planning, career development, lending, retirement, tax preparation, and credit. Al also helps in analyzing a client&#8217;s data so that the credit intermediary can analyze the client&#8217;s creditworthiness<\/span><span data-contrast=\"none\">.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><b><span data-contrast=\"auto\">AI in Blockchain-based Financial Services<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:320,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Blockchain and Artificial Intelligence (AI) solve different tasks, but they can work together to improve many processes in the financial services industry, from customer service to loan application reviews and payment processing. Nowadays, capital markets also use blockchain facilities such as Dogecoin, Bitcoin, etc. The Blockchain facility provides more security for managing funds.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"2\"><b><span data-contrast=\"auto\">Emerging Risks and Challenges from the Development of AI in Finance\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:360,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">In India, <\/span><b><span data-contrast=\"auto\">AI credit cash apps <\/span><\/b><span data-contrast=\"auto\">are a major financial risk, as they come with major downsides. Some of the other major AI-related financial risks are explained below:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><b><span data-contrast=\"auto\">Data Management, Privacy and Confidentiality, and Concentration Risks\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:320,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Although Artificial Intelligence plays a crucial role in finance and has many benefits, there is also a breach of confidentiality. There are multiple ways to find and post the data, like your own. Data Management becomes quite difficult when similar data are sometimes presented in different formats. Concentration risk is the potential for a loss in value of an investment portfolio or a financial institution when an individual or group of exposures move together in an unfavorable direction. The loss due to concentration risk loss is quite serious and generally becomes impossible to recover. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"2\"><b><span data-contrast=\"auto\">Financial Education<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:360,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Due to the bright future of Al in finance, it has become quite necessary to be financially educated to understand and analyze the flow of money and the workings of any company. Financial education mainly includes management, auditing, economics, accounting, etc. Financial education helps not only those who are working in finance but also those who are not working in this field, as more or less each and every kind of business has some element of finance that is crucial for their effective work, and not only businesses, even households, need to have the basic knowledge of financial management so that they can make their budget accordingly.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"2\"><b><span data-contrast=\"auto\">Financial Consumer Protection\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:360,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Now that the financial markets have become quite vulnerable to data security and fraud, it has become important to set up financial consumer protection measures. Financial consumer protection includes the establishment of laws and regulations to protect the consumer from any activities that are harmful to the consumer related to the purchase and use of any financial information.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"2\"><b><span data-contrast=\"auto\">Key Financial Consumer Protection Policy Responses Related to Selected Principles\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:360,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">A consumer protection policy was introduced to protect consumers from all kinds of fraud. According to this consumer protection policy, a Consumer Protection Act was established, which acts in favor of consumers, resolves their complaints, and seeks to ensure the health and safety of consumers while using goods and services.\u00a0 <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">The Consumer Protection Act of 2019&#8217;s primary goal is to safeguard and advance consumer interests through the timely and affordable resolution of their complaints. All businesses kinds in India are subject to the Act, regardless of whether they are manufacturers, traders, or suppliers of goods or services (also including e-commerce firms).<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p aria-level=\"3\"><b><span data-contrast=\"auto\">Principle 2: Oversight Bodies\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:320,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">An oversight body should be responsible for consumer protection and the authority to mandate fulfillment. These bodies should have to be independent so that they can give their unbiased judgment. There should be cooperation between other financial services oversight authorities and the authorities or departments in charge of sectoral issues. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p aria-level=\"3\"><b><span data-contrast=\"auto\">Principle 4: Disclosure and Transparency\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:320,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Appropriate information should be provided at all stages of the relationship with the customer. The information provided should be transparent and honest to the consumer. Ethics for Al technologies require public trust, disclosure, and transparency. Transparency would be bad if the explanations were wrong, aka false positives. And not all of it needs to be explained in detail if the use case is not regulated. Transparency is most important in highly regulated areas, credit underwriting being the one we&#8217;re in today. However, there are a number of other applications of Al where similar requirements to satisfy regulation or document clear model explainability exist, such as healthcare or government services.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p aria-level=\"3\"><b><span data-contrast=\"auto\">Principle 7: Protection of Consumer Assets\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:320,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">The authorities should make sure that consumer assets are protected, and data should not be lost while we use Al in finance. Asset protection is a legal strategy that allows the debtor to prevent creditors from accessing or seizing their valuable assets. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p aria-level=\"3\"><b><span data-contrast=\"auto\">Principle 8: Protection of Consumer Data Privacy\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:320,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Data should be protected, keeping in mind the privacy of consumers. If the consumer&#8217;s data is protected, only then can AI be considered beneficial in finance. Otherwise, it will be only considered as a hindrance in the future of finance.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"3\"><b><span data-contrast=\"auto\">Algorithmic Bias and Discrimination in Al<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:320,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">Algorithmic bias means using biased data to create Al, which ultimately leads to other social consequences. We can minimize it by performing tests and other best practices. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p aria-level=\"3\"><b><span data-contrast=\"auto\">The Explainability Conundrum\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:320,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">The term &#8220;explainability&#8221; means the pre-modeling, model development, and post-modeling, or determining how much explanation is needed in the data to make sure that Al works effectively. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p aria-level=\"3\"><b><span data-contrast=\"auto\">Training, validation, and testing of Al models to promote their robustness and resilience\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:320,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">To promote their robustness and resilience, proper training, validation, and necessary testing should be performed so that there should be no errors or threats while performing the work on Al. It is especially important in the world of finance.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p aria-level=\"3\"><b><span data-contrast=\"auto\">Governance of AL systems and accountability\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:320,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">With the rapid growth of Al, it has become a necessity that we raise questions about the governance and accountability of these technologies. We should question how the data input will be used, secured, and stored. We should also ensure that Al is transparent, compliant with guidelines, and should not be used in any unfair way.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Other sources of risks in all use cases in finance are regulatory considerations, employment, and skills.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">These are seven other sources of risks in Al, but this list is not exhaustive:\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li><span data-contrast=\"none\">Job loss caused by automation<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Privacy Violations\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Deepfakes\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Algorithmic bias caused by bad data<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Socioeconomic inequality\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Market volatility\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Automatization of weapons<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:240,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<\/ul>\n<h3 aria-level=\"3\"><b><span data-contrast=\"auto\">Conclusion\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:320,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">The future of AI in the domain of Finance is bright. But there are numerous drawbacks as well, related to data security and governance. Several steps have been taken to govern Al and to ensure transparent working and minimize data loss, but it still has a long way to go, both in development and in ensuring transparency. Al has become an important part of the world of finance, not only in the world of finance but also in our daily lives. For an in-depth exploration of this topic, we&#8217;d suggest you enroll in UNext Jigsaw&#8217;s<\/span> <a href=\"https:\/\/www.jigsawacademy.com\/executive-pg-diploma-in-management-artificial-intelligence\/\"><b><span data-contrast=\"none\">Executive PG Diploma in Management &amp; Artificial Intelligence<\/span><\/b><\/a><b><span data-contrast=\"none\">.<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction\u00a0\u00a0 The finance industry is among those who are figuring out ways to use revolutionary Artificial Intelligence technology. Artificial Intelligence refers to machines or systems replicating human intelligence and performing tasks like humans. Al intends to enhance human skills and capabilities to help them do their work easily and effectively. The future of AI in [&hellip;]<\/p>\n","protected":false},"author":2640,"featured_media":256947,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1496,1126],"tags":[],"form":[],"acf":[],"_links":{"self":[{"href":"https:\/\/www.jigsawacademy.com\/wp-json\/wp\/v2\/posts\/256888"}],"collection":[{"href":"https:\/\/www.jigsawacademy.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.jigsawacademy.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.jigsawacademy.com\/wp-json\/wp\/v2\/users\/2640"}],"replies":[{"embeddable":true,"href":"https:\/\/www.jigsawacademy.com\/wp-json\/wp\/v2\/comments?post=256888"}],"version-history":[{"count":1,"href":"https:\/\/www.jigsawacademy.com\/wp-json\/wp\/v2\/posts\/256888\/revisions"}],"predecessor-version":[{"id":256948,"href":"https:\/\/www.jigsawacademy.com\/wp-json\/wp\/v2\/posts\/256888\/revisions\/256948"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.jigsawacademy.com\/wp-json\/wp\/v2\/media\/256947"}],"wp:attachment":[{"href":"https:\/\/www.jigsawacademy.com\/wp-json\/wp\/v2\/media?parent=256888"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.jigsawacademy.com\/wp-json\/wp\/v2\/categories?post=256888"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.jigsawacademy.com\/wp-json\/wp\/v2\/tags?post=256888"},{"taxonomy":"form","embeddable":true,"href":"https:\/\/www.jigsawacademy.com\/wp-json\/wp\/v2\/form?post=256888"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}