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Robo-advisors
Robo-advisors or robo-advisers are financial advisers that provide personalized financial advice and investment management online with moderate to minimal human intervention. A robo-advisor provides digital financial advice that is personalised based on mathematical rules or algorithms. These algorithms are designed by human financial advisors, investment managers and data scientists, and coded in software by programmers. These algorithms are executed by software and do not require a human advisor to impart financial advice to a client. The software utilizes its algorithms to automatically allocate, manage and optimize clients' assets for either short-run or long-run investment.D'Acunto, Francesco & Prabhala, N. & Rossi, Alberto G. (2019)"The Promises and Pitfalls of Robo-Advising" Review of Financial Studies /ref> Robo-advisors are categorized based on the extent of personalization, discretion, involvement, and human interaction.D'Acunto, Francesco & Rossi, Alberto G. (2020)"Ro ...
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Financial Technology
Financial technology (abbreviated as fintech) refers to the application of innovative technologies to products and services in the financial industry. This broad term encompasses a wide array of technological advancements in financial services, including mobile banking, online lending platforms, digital payment systems, robo-advisors, and blockchain-based applications such as cryptocurrencies. Financial technology companies include both startup company, startups and established technology and financial firms that aim to improve, complement, or replace traditional financial services. Evolution The evolution of financial technology spans over a century, marked by significant technological innovations that have revolutionized the financial industry. While the application of technology to finance has deep historical roots, the term "financial technology" emerged in the late 20th century and gained prominence in the 1990s. The earliest documented use of the term dates back to 1967, ...
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Betterment (company)
Betterment is an American Financial adviser, financial advisory company which provides digital investment, retirement and cash management services. The company is based in New York City, registered with the Securities and Exchange Commission, and a member of the Financial Industry Regulatory Authority. It is a registered investment advisor and broker-dealer. As of September 2024, Betterment had more than $56 billion of assets under management and over 900,000 customer accounts. History Foundation and launch Betterment was founded in 2008 in New York City by Jon Stein, a Columbia Business School MBA graduate, and Eli Broverman, a lawyer out of New York University School of Law, NYU School of Law. Betterment, Limited liability company, LLC was established as a Delaware corporation on April 7, 2009. The parent company for Betterment LLC and Betterment Securities, Betterment Holdings, Inc. was established in Delaware on January 29, 2008. The company launched at TechCrunch Disru ...
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Financial Adviser
A financial adviser or financial advisor is a professional who provides financial services to clients based on their financial situation. In many countries, financial advisors must complete specific training and be registered with a regulatory body in order to provide advice. Relationships between clients and financial advisors can be characterized by principal-agent problems, as financial advisors may possess information and conflicts of interest that lead to dishonest advice and misconduct. Role Financial advisers typically provide financial products and services, depending on the qualification examinations they hold and the training they have. Financial advisers are registered, not licensed. For example, a licensed insurance agent may be qualified to sell both life insurance and variable annuities, because the insurance agent holds an insurance license and holds the Series 7 qualification examination. A broker (Series 7) may also be a financial planner. Any advisor can say ...
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India
India, officially the Republic of India, is a country in South Asia. It is the List of countries and dependencies by area, seventh-largest country by area; the List of countries by population (United Nations), most populous country since 2023; and, since its independence in 1947, the world's most populous democracy. Bounded by the Indian Ocean on the south, the Arabian Sea on the southwest, and the Bay of Bengal on the southeast, it shares land borders with Pakistan to the west; China, Nepal, and Bhutan to the north; and Bangladesh and Myanmar to the east. In the Indian Ocean, India is near Sri Lanka and the Maldives; its Andaman and Nicobar Islands share a maritime border with Thailand, Myanmar, and Indonesia. Modern humans arrived on the Indian subcontinent from Africa no later than 55,000 years ago., "Y-Chromosome and Mt-DNA data support the colonization of South Asia by modern humans originating in Africa. ... Coalescence dates for most non-European populations averag ...
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High-net-worth Individual
In the financial services industry, a high-net-worth individual (HNWI) is a person who maintains liquid assets at or above a certain threshold. Typically the criterion is that the person's financial assets (excluding their primary residence) are valued over US$1million. A secondary level, a very-high-net-worth individual (VHNWI), is someone with a net worth of at least US$5million. The terminal level, an ultra-high-net-worth individual (UHNWI), holds US$30million in investible assets ( adjusted for inflation). Individuals with a net worth of over US$1billion are considered to occupy a special bracket of the UHNWI. These thresholds are broadly used in studies of wealth inequality, government regulation, investment suitability requirements, marketing, financing standards, and general corporate strategy. , it was estimated that there are just over 16million HNWIs in the world, according to the World's Wealthiest Cities Report 2025 by Henley & Partners. The United States had the h ...
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United Kingdom
The United Kingdom of Great Britain and Northern Ireland, commonly known as the United Kingdom (UK) or Britain, is a country in Northwestern Europe, off the coast of European mainland, the continental mainland. It comprises England, Scotland, Wales and Northern Ireland. The UK includes the island of Great Britain, the north-eastern part of the island of Ireland, and most of List of islands of the United Kingdom, the smaller islands within the British Isles, covering . Northern Ireland shares Republic of Ireland–United Kingdom border, a land border with the Republic of Ireland; otherwise, the UK is surrounded by the Atlantic Ocean, the North Sea, the English Channel, the Celtic Sea and the Irish Sea. It maintains sovereignty over the British Overseas Territories, which are located across various oceans and seas globally. The UK had an estimated population of over 68.2 million people in 2023. The capital and largest city of both England and the UK is London. The cities o ...
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Hedge Fund
A hedge fund is a Pooling (resource management), pooled investment fund that holds Market liquidity, liquid assets and that makes use of complex trader (finance), trading and risk management techniques to aim to improve investment performance and insulate returns from beta (finance), market risk. Among these portfolio (finance), portfolio techniques are short (finance), short selling and the use of leverage (finance), leverage and derivative (finance), derivative instruments. In the United States, financial regulations require that hedge funds be marketed only to institutional investors and high-net-worth individuals. Hedge funds are considered alternative investments. Their ability to use leverage and more complex investment techniques distinguishes them from regulated investment funds available to the retail market, commonly known as mutual funds and Exchange-traded fund, ETFs. They are also considered distinct from private-equity fund, private equity funds and other similar cl ...
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Halal Investing
Islamic banking, Islamic finance ( ''masrifiyya 'islamia''), or Sharia-compliant finance is banking or financing activity that complies with Sharia (Islamic law) and its practical application through the development of Islamic economics. Some of the modes of Islamic finance include '' mudarabah'' (profit-sharing and loss-bearing), '' wadiah'' (safekeeping), '' musharaka'' (joint venture), ''murabahah'' (cost-plus), and '' ijarah'' (leasing). Sharia prohibits ''riba'', or usury, generally defined as interest paid on all loans of money (although some Muslims dispute whether there is a consensus that interest is equivalent to ''riba''). Investment in businesses that provide goods or services considered contrary to Islamic principles (e.g. pork or alcohol) is also ''haram'' ("sinful and prohibited"). These prohibitions have been applied historically in varying degrees in Muslim countries/communities to prevent un-Islamic practices. In the late 20th century, as part of the revival ...
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Socially Responsible Investing
Socially responsible investing (SRI) is any investment strategy which seeks to consider financial return alongside ethical, social or environmental goals. The areas of concern recognized by SRI practitioners are often linked to environmental, social and governance (ESG) topics. '' Impact investing'' can be considered a subset of SRI that is generally more proactive and focused on the conscious creation of social or environmental impact through investment. '' Eco-investing'' (or ''green investing'') is SRI with a focus on environmentalism. In general, socially responsible investors encourage corporate practices that they believe promote environmental stewardship, consumer protection, human rights, and racial or gender diversity. Some SRIs avoid investing in businesses perceived to have negative social effects such as alcohol, tobacco, fast food, gambling, pornography, weapons, fossil fuel production or the military. Socially responsible investing is one of several related con ...
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Modern Portfolio Theory
Modern portfolio theory (MPT), or mean-variance analysis, is a mathematical framework for assembling a portfolio of assets such that the expected return is maximized for a given level of risk. It is a formalization and extension of Diversification (finance), diversification in investing, the idea that owning different kinds of financial assets is less risky than owning only one type. Its key insight is that an asset's risk and return should not be assessed by itself, but by how it contributes to a portfolio's overall risk and return. The variance of return (or its transformation, the standard deviation) is used as a measure of risk, because it is tractable when assets are combined into portfolios. Often, the historical variance and covariance of returns is used as a proxy for the forward-looking versions of these quantities, but other, more sophisticated methods are available. Economist Harry Markowitz introduced MPT in a 1952 paper, for which he was later awarded a Nobel Memorial ...
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Stock
Stocks (also capital stock, or sometimes interchangeably, shares) consist of all the Share (finance), shares by which ownership of a corporation or company is divided. A single share of the stock means fractional ownership of the corporation in proportion to the total number of shares. This typically entitles the shareholder (stockholder) to that fraction of the company's earnings, proceeds from liquidation of assets (after discharge of all Seniority (financial), senior claims such as secured and unsecured debt), or Voting interest, voting power, often dividing these up in proportion to the number of like shares each stockholder owns. Not all stock is necessarily equal, as certain classes of stock may be issued, for example, without voting rights, with enhanced voting rights, or with a certain priority to receive profits or liquidation proceeds before or after other classes of Shareholder, shareholders. Stock can be bought and sold over-the-counter (finance), privately or on ...
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Portfolio (finance)
In finance, a portfolio is a collection of investments. Definition The term "portfolio" refers to any combination of financial assets such as stocks, bonds and cash. Portfolios may be held by individual investors or managed by financial professionals, hedge funds, banks and other financial institutions. It is a generally accepted principle that a portfolio is designed according to the investor's risk tolerance, time frame and investment objectives. The monetary value of each asset may influence the risk/reward ratio of the portfolio. When determining asset allocation, the aim is to maximise the expected return and minimise the risk. This is an example of a multi-objective optimization problem: many efficient solutions are available and the preferred solution must be selected by considering a tradeoff between risk and return. In particular, a portfolio A is dominated by another portfolio A' if A' has a greater expected gain and a lesser risk than A. If no portfolio dominates A ...
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