Deep Fork Capital (DFC) is a $30mm seed-focused venture capital fund in San Francisco focused on providing equity capital and convertible debt financing to companies in the consumer technology, digital media, and enterprise spaces. The firm's initial investment size typically ranges from $250k to $500k. Current DFC portfolio companies include Algorithmia, Dataminr, Educents, Transfix, StatMuse, Boxed, DealPath, and Canopy, among others.

Deep Fork Capital

Viceroy Ventures is a company that specializes in early stage investment services.

Viceroy Ventures

SuRo Capital (Nasdaq: SSSS, formerly known as GSV Capital) is a publicly-traded fund that seeks to invest in high-growth, venture-backed private companies. The firm primarily seeks to invest in social mobile, sustainability, cloud computing, big data, marketplaces, and education sectors. It also seeks to create a portfolio of high-growth emerging private companies through a repeatable and disciplined investment approach, as well as to provide investors with access to such companies through its publicly traded common stock. SuRo Capital was established in 2011 and is headquartered in San Francisco, California.

SuRo Capital

Wharton Equity Partners is a New York City-based investment and development firm at the intersection of real estate and technology, with deep, hands-on experience across a broad array of property types, products and strategies. Since its inception in 1987, as a developer of large-scale residential communities, Wharton Equity has taken an opportunistic and nimble approach to the investments it pursues, rather than being rigidly wed to a particular asset class or strategy. Through its family of wholly-owned platform businesses, the company has the agility and specific expertise to act on a wide variety of transactions. This flexible philosophy has enabled Wharton Equity to generate superior returns over various business cycles and garner unrivaled trust, earned through proven performance.

Wharton Equity Partners

General Advance is a private investment firm that values strategic insights, independent research, and long-term relationships. The company invests in exceptional teams dedicated to developing game-changing technology to address complex and critical problems. One of the firm's distinguishing characteristics is its unconstrained time horizon and permanent capital base, which allows it to make investment decisions based on long-term goals rather than short-term gains. This approach has a significant impact on the firm's culture and decision-making processes, allowing them to focus on developing innovative, long-lasting solutions.

General Advance

BoxGroup is an early-stage investment fund that invests in technology companies. The fund aims to invest in the consumer, enterprise, fintech, healthcare, life science, and marketplaces industries at the earliest stage, as early as pre-seed round and as late as Series A. It supports companies based on a conviction in the team and seeks entrepreneurs working at the beginning of movements in existing markets or new markets yet to be created and with visions to create the next generation of category-defining businesses. Their typical investment ranges from $200,000 to $500,000. Adam Rothenberg and David Tisch founded BoxGroup in 2009 in New York, New York.

BoxGroup

Venrock continues a tradition of partnering with entrepreneurs to establish successful, enduring companies. With a primary focus on technology and healthcare, portfolio companies have included Apple Computer, Athenahealth, Centocor, Check Point Software, DoubleClick, Endeca, Gilead Sciences, Idec Pharma, Imperva, Illumina, Intel, Nest, SlideShare, and Tudou.

Venrock

IVP turns breakout companies into enduring market leaders. With a 40-year record of driving growth and 130+ IPOs, we’ve partnered with over 400 companies including Amplitude, Brex, Coinbase, Crowdstrike, Datadog, Discord, Klarna, Slack, Snap, and Twitter. As trusted allies, IVP helps founders and CEOs meet the challenge of leading a rapidly growing company. Its proven system bolsters functions including those that are sometimes overlooked and partners serve as trusted allies to companies seeking to realize their full potential.

Fidelity is a privately owned investment management firm that serves a wide range of clients. It offers services including IRAs, rollovers, annuities, discount brokerage, retirement planning, estate planning, wealth management, securities execution and clearance, and life insurance. They serve individual investors, businesses, financial advisors, and institutions. The firm manages equity, fixed-income, and balanced mutual funds and invests in public equity and fixed-income markets. It also conducts in-house research to inform its investment decisions.

Fidelity

The Goldman Sachs Group, Inc. provides investment banking, securities, and investment management services, as well as financial services to corporations, financial institutions, governments, and high-net-worth individuals worldwide. Its Investment Banking segment offers financial advisory services, including advisory assignments concerning mergers and acquisitions, divestitures, corporate defense, risk management, and restructurings and spin-offs; and underwriting services comprising public offerings and private placements of a range of securities, loans, and other financial instruments, and derivative transactions. The company’s Institutional Client Services segment provides client execution services, such as fixed income, currency, and commodities client execution related to making markets in interest rate products, credit products, mortgages, currencies, and commodities; and equities related to making markets in equity products, as well as executes and clears institutional client transactions on stock, options, and futures exchanges. This segment also engages in the securities services business providing financing, securities lending, and other brokerage services to institutional clients, including hedge funds, mutual funds, pension funds, and foundations. Its Investing and Lending segment originates longer-term loans; and invests in debt securities, loans, public and private equity securities, real estate, consolidated investment entities, distressed assets, currencies, commodities, and power generation facilities. The company’s investment management segment provides investment products and services, as well as offers wealth advisory services, including portfolio management and financial counseling, and brokerage and other transaction services.

Goldman Sachs

Richmond Global Ventures is the most engaged global venture capital firm in NYC investing in entrepreneurs building transformative global businesses. They seek disruptive technologies that benefit from strong network effects. In the U.S., they target early-stage venture opportunities that can scale globally, and in emerging countries, investing in companies poised to accelerate growth.

Richmond Global Ventures

Credit Suisse Group is a financial services company that advises clients in all aspects of finance. Credit Suisse pursues a client-focused integrated bank strategy, focusing on complex client needs and value-adding businesses, leveraging the global expertise of our three divisions and reporting segments, Private Banking, Investment Banking, and Asset Management. It is their vision to become the world's premier and most admired bank, renowned for their expertise in private banking, investment banking, and asset management, and value for their advice, innovation, and execution. Their mission is to set new standards in partnering with their clients and providing them with innovative, integrated financial solutions. As a global bank serving clients in every region of the world, cultural diversity is essential to its success. They strive to create an open, respectful workplace that encourages people to work together and with their clients to deliver superior products, services, and results and support the success and prosperity of all their stakeholders.

Credit Suisse

Glynn Capital Management focuses on investing in leading private and public technology growth companies. Glynn Capital Management seeks to be long-term investors in a limited number of excellent companies with management teams, sustainable business models, and long-term growth potential.

Glynn Capital Management

Wellington Management focuses on investment management. The company applies its full resources to meet the needs of the institutional clients they serve. Their investment approaches span equity, fixed income, currency, commodity, and alternative markets. They also offer asset allocation, multi-manager, and speciality approaches.

Wellington Management

FJ Labs is a stage-agnostic investment firm that focuses on marketplaces and consumer-facing startups. Their investments are seed and series A. The investment range of the company is $50,000 to $5,000,000. It invests in Alibaba Group, Beepi, BrightRoll, Betterment, Adore Me, and Earnest.

FJ Labs

WorldQuant Ventures LLC is a leading early stage investment firm founded in 2014 as a private investment vehicle for WorldQuant, LLC's founder, Igor Tulchinsky. The firm is focused on disruptive companies in technology, with a particular focus on data and finance, and has investments in over 40 companies. WorldQuant Ventures LLC is a separate entity from WorldQuant, LLC, a global quantitative investment management firm. For more information, please visit www.worldquantventures.com and www.worldquant.com.

WorldQuant Ventures LLC

Essential Capital is a global venture investor and an early backer of industry-transforming businesses.

Essential Capital

Vulcan Capital invests across all stages of corporate development through leveraged buyouts, growth capital, distressed/turnaround, and early-stage venture capital as well as public equity value investing. The firm's portfolio spans a range of industry sectors, including media and communications, energy and natural resources, financial and information services, technology, and life sciences. Vulcan Capital is the private investment group of Vulcan Inc., the organization founded by Paul G. Allen, co-founder of Microsoft.

Vulcan Capital

Valor Equity Partners is an operational growth investment firm that focuses on growth companies across various stages of development. For decades, it has served its companies with the expertise to solve the challenges of growth and scale. Valor Equity partners with companies and entrepreneurs who are committed to the highest standards of excellence and the courage to transform their industries.

Valor Equity Partners

Kite Ventures is a global investment company that specializes in marketplace and transactional network investments for startups and early stage companies. It focuses on high technology and internet investments. The firm seeks to invest in companies in Europe and New York. Kite Ventures is a Russia-based company that was founded in 2008 by Edward Shenderovich.

Kite Ventures

Alumni Ventures Group provides high-quality, diversified venture portfolios to individual investors who previously haven't had access to VC. It helps accredited alums from top entrepreneurial schools invest together in the ventures of fellow alums. The firm backs companies with an alumni connection and an institutional lead investor with expertise in the space. AVG also offers focused funds that allow any accredited investor access to a venture portfolio, diversified by type, sector, stage, and geography. Beth Obermiller, Michael Madden, and Mike Collins co-founded the firm in Manchester, New Hampshire in 2013.

Alumni Ventures

Declaration Partners is a private investment firm that specializes in direct investments designed to optimize long-term financial appreciation. Declaration Partners is looking to invest in the consumer, fintech, healthcare, software, and real estate sectors. Declaration Partners also makes investments on behalf of family offices and like-minded institutional investors.

Declaration Partners

Castor Ventures is an investment firm. Castor Ventures invests in a broad range of venture-backed companies to build diversified venture portfolios invested alongside established venture firms.

Castor Ventures

Blue Ivy Ventures is a community of Yale alumni: investors, executives, entrepreneurs, and innovation enthusiasts with a connection to Yale University.   Blue Ivy Ventures was founded in 2016 and is led by Managing Partner David Shapiro (Yale '91). Its Investment Committee and investors include experienced investors and entrepreneurs from around the country and across multiple generations.

Blue Ivy Ventures

Moore Capital Management, LLC (MCM) is an employee owned hedge fund sponsor. The firm provides its services to institutions and high net worth individuals. It invests in the public equity and fixed income markets across the globe. The firm employs a global macro-style approach to investing. Moore Capital Management was founded in 1986 and is based in New York, New York.  Moore Capital Management, ran by Louis Bacon. Moore, named after Bacon's middle name, is a $10 billion global macro set of hedge funds. The next few funds we will be covering are global macro oriented funds, which is a switch from some of the more value oriented funds we've been covering, like the 'Tiger Cub' funds including Stephen Mandel's Lone Pine Capital, Lee Ainslie's Maverick Capital, John Griffin's Blue Ridge Capital , and Andreas Halvorsen's Viking Global. Global macro funds seek to find investments in whatever market they can gain an edge, whether it be equities, bonds, currencies, debt, commodities, and more. So, keep in mind that these equity positions only represent a portion of the fund's overall holdings. They are not required to disclose holdings outside of equities, notes, and stock options.  Louis Bacon is a famed trader and risk manager. He comes from the group of ''offspring'' of the legendary Commodities Corp. Bacon emerged as one of the great macro traders alongside the likes of Paul Tudor Jones (Tudor Investment Corp), and Bruce Kovner (Caxton Associates). And, interestingly enough, Bacon helped get his firm off the ground when Paul Tudor Jones stopped accepting capital from investors and instead turned them to Bacon's firm. Returning 31% annually since inception in 1990, Bacon can be very proud of his flagship fund, Moore Global Investments, but, it doesn't stop there, as his returns have shown little correlation to the stock market and low volatility. He is the definition of a risk manager.  Bacon credits his risk management skills to the futures markets, where he learned to be sensitive to market action. And, he learned such skills at an early age. While getting his MBA at Columbia, he used his student loan money to trade. And, he lost it all. Clearly, he learned a lesson he would never forget. Such a lesson stuck with him as he worked various jobs in the financial industry before eventually starting his own firm. And, in his first year managing Moore Capital Management, he returned 86%. Bacon strives to identify long running macro trends. While he has a longer-term macroeconomic view, he won't let that stop him from making money by trading around the position in the mean time.

Moore Capital

DFO Management, LLC (“DFO”), is the family investment office of Dell Technologies Founder, Chairman, and CEO Michael Dell and his family. DFO engages in a broad range of investment activities with flexibility to invest in a wide variety of asset classes. The Dell family office was initially established in 1998 as MSD Capital, L.P., and was restructured as DFO at the end of 2022.

DFO Management

ArrowMark Partners is an SEC-registered investment adviser. It aims to provide consistent, asymmetric, non-correlated, risk-adjusted returns by utilizing fundamental research across the capital structure. They are committed to compounding wealth by providing one-of-a-kind, client-driven, and absolute return solutions.

ArrowMark Partners

The Pritzker Organization is a private investment firm that funds, acquires, and builds companies.TPO is focused on partnering with exceptional leaders to create value across a wide range of industries. TPO looks for opportunities where it can create value for the family's interests and those of its partners and colleagues over a significant time horizon. For more than 60 years, TPO has overseen and guided the development of dozens of portfolio companies across a wide variety of industries, including manufacturing, logistics, life sciences, hospitality, healthcare, and services.

The Pritzker Organization

DNS Capital is an investment office for the business enterprise of Gigi Pritzker, Michael Pucker, and their immediate family that provides long-term control and minority investments in companies. DNS Capital takes a long-term and flexible approach to invest by building relationships with business owners, management teams, and entrepreneurs to align interests, evolve businesses, and create lasting value with a sense of purpose and a sense of humor.

DNS Capital

Eldridge Industries invests across insurance, asset management, technology, mobility, sports & gaming, media & music, real estate, and consumer industries. The firm seeks to build and grow businesses led by proven management teams that have demonstrated leadership and experience to scale an enterprise.  Eldridge Industries is headquartered in Greenwich, Connecticut, with additional offices across the United States and London.

Eldridge Industries

Green D Ventures is a community of accredited Dartmouth alums who pool money into a VC fund to invest in Dartmouth-connected companies. Simply put, they believe they can invest better together than they can alone. They create a diverse portfolio for their investors, co-investing with leading VC funds across industry, stage, and geography. Their goal is to raise a new fund each year that benefits entrepreneurs, the school's ecosystem, and their investors.

Green D Ventures

Reinvent Capital is an investment firm that seeks to invest in the internet, software, and media companies. The firm partners with bold leaders of category-defining companies to help them grow and innovate at scale. It was founded in 2018 and is headquartered in New York.

Reinvent Capital

Morgan Stanley Tactical Value makes opportunistic private, long-term, and likely illiquid investments across all asset classes and across the capital structure. They are focused on providing nimble, opportunistic capital that can invest across asset classes, industries, and locations in shifting market circumstances.

Morgan Stanley Tactical Value

Lurra Capital is private capital investment firm with a core focus on Venture Capital, Real Estate and Private equity.

Lurra Capital

Eden Global Partners is a private investment firm that collaborates with a community of investors and entrepreneurs. The company provides investments and offers enduring capital to founders who prioritize creating long-term value for shareholders, employees, and customers.

Eden Global Partners

Dataminr

Dataminr is an AI platform that detects the earliest signs of high-impact events and emerging risks from publicly available information. It discovers, distills, and delivers alerts from the increasingly diverse and complex landscape of publicly available information including social media, blogs, information sensors, and the dark web, ensuring that businesses have the knowledge they need to act with confidence.

Dataminr is a leading artificial intelligence (AI) company that has developed a revolutionary real-time AI platform for detecting high-impact events, risks, and critical information from public data signals. The company's cutting-edge AI platform performs trillions of daily computations across billions of public data inputs from nearly one million unique sources, encompassing text in over 150 languages, images, videos, audio, and machine-generated sensor data.

Stratascale Partners with Dataminr to Bring AI-powered Real-Time Alerting to Attack Surface Control (ASC)

Dataminr Pulse Expands to Offer AI-powered Risk Management Capabilities

Time Event and Risk Detection

time AI Platform for Event and Risk Detection

powered Risk Management Capabilities

Dataminr Launches Pulse for Cyber Risk, an AI-powered Real-time Risk and Event Detection Capability for Chief Information Security Officers

Deriving insights from uncommon data streams

Alternative Data

Siemens, Creolytix, and Dataminr Shaping the Future of Operational Resilience

Dataminr is a leading artificial intelligence (AI) company that has developed a revolutionary real-time AI platform for detecting high-impact events, risks, and critical information from public data signals. The company's cutting-edge AI platform performs trillions of daily computations across billions of public data inputs from nearly one million unique sources, encompassing text in over 150 languages, images, videos, audio, and machine-generated sensor data.
Dataminr pioneered multimodal fusion AI, which synthesizes diverse data formats to provide unparalleled speed, scope, and accuracy in real-time event and threat detection. The company has also integrated generative AI capabilities, utilizing large language models (LLMs) to generate textual summaries of events for enhanced situational awareness and risk assessment.
Dataminr's AI platform is designed to enable faster response and more effective risk and crisis management for organizations across various sectors, including global corporations, first responders, non-governmental organizations (NGOs), and newsrooms. As of September 2023, the company was valued at USD 4.1 billion and employed approximately 800 individuals across seven global offices.
Dataminr offers several products tailored to specific industries and use cases. Dataminr Pulse for Corporate Security, relied upon by two-thirds of the Fortune 50 and half of the Fortune 100 companies, provides real-time alerts and risk management capabilities to corporate security teams. In April 2023, Dataminr launched Pulse for Cyber Risk, an AI-powered solution that delivers actionable intelligence on real-time risks and cyber-physical threats to chief information security officers (CISOs) and their teams.

Neudata is a leading fintech firm that provides data intelligence services to asset managers, private equity firms, venture capitalists, consultancies, and corporations globally. It specializes in scouting, sourcing, and evaluating alternative datasets across various industries and domains. Neudata's core offering is a software-as-a-service (SaaS) platform that houses a catalogue of over 6,900 dataset reports, enabling users to search, manage, and compare data sources effectively.
The company's strength lies in its unbiased and objective approach to data assessment, as it does not buy, sell, or take commissions from data vendors. Instead, Neudata evaluates datasets based on over 100 unique factors and delivers metadata reports and advice to clients for a fee. This neutral stance ensures that clients receive tailored intelligence aligned with their specific strategies and goals.
In addition to its SaaS platform, Neudata provides expert insights through its team of data scouting professionals based in London, New York, and Shanghai. The company also offers a service called AltDating, which facilitates connections between data buyers and sellers, streamlining the process of finding and acquiring relevant datasets.
Neudata has expanded its offerings to include specialized products like Neudata Scout ESG, launched in February 2022. This tool helps organizations identify and manage alternative data sources related to environmental, social, and governance (ESG) factors, enabling them to comply with regulations and build their own ESG evaluation models.
The company has established itself as a prominent player in the alternative data ecosystem, hosting influential events like the London Data Summit, where industry leaders gather to explore the past, present, and future of data. Neudata's commitment to innovation and its collaborative approach have positioned it as a trusted partner for firms seeking to unlock the value of alternative data.

Neudata

Orbital Insight is a leading geospatial intelligence company that provides AI-powered analytics solutions to help organizations gain insights and understand trends from geospatial data. The company's flagship product, the Orbital Insight Go platform, combines multiple data sources such as satellite imagery, anonymized location data, ship GPS, and IoT data to deliver actionable insights through machine learning algorithms. Orbital Insight's technology enables customers across various industries, including government agencies, corporations, and non-profits, to monitor supply chains, analyze land use patterns, detect illegal activities, and make data-driven decisions.
In February 2022, Orbital Insight secured a contract from the US Department of Defense to develop a platform for identifying intentional Global Navigation Satellite Systems (GNSS) interference and manipulation operations worldwide. This technology leverages the company's multisensor data stack and AI capabilities to alert analysts about potential jamming and spoofing events, presenting risks to national security and commercial operations.
Orbital Insight has established partnerships with leading Earth observation companies like Satellogic to enhance its data capabilities. In April 2022, the company announced plans to integrate Satellogic's high-resolution satellite imagery and full-motion video into its platform, providing customers with access to higher quality data, improved revisit rates, and lower-cost analytics.

Orbital Insight

<div>
 
 Planet is a startup based in San Francisco and founded by former NASA employees that collects information about its changing planet via a fleet of compact, highly capable Earth-imaging satellites. The broad coverage and high frequency of Planet's satellite imagery will enable customers with unprecedented access to global and local insights that currently are either impossible or cost-prohibitive to obtain. It designs, builds, and operates the largest fleet of satellites, as well as online software, tools, and analytics needed to deliver data to users. Planet offers a diverse selection of imagery and analytic solutions, all made available online through our platform and web-based tools. They provide geospatial insights at the speed of change, equipping users with the data necessary to make informed, timely decisions. In addition to California, Planet has offices in Germany and Canada where they deliver market-leading geospatial imagery to a global network of customers and partners in over 100 countries. The Planet's mission is to image the entire Earth every day and make global change visible, accessible, and actionable.
 
</div>

Planet Labs

Premise is a market intelligence platform that enables organizations to obtain real-time, granular insights from a global network of contributors. By blending machine learning with human intelligence, the company's proprietary methodology allows clients to gather and analyze local insights quickly and efficiently from almost anywhere in the world.
Premise transforms client questions into tasks distributed through its mobile app marketplace. Contributors perform these tasks, capturing data through images, surveys, or on-site observations. The collected data undergoes rigorous quality control, including location verification, image analysis, and fraud detection algorithms, ensuring accuracy and reliability. Verified insights are then presented to clients through customized dashboards or exported in various formats for integration into existing systems.
Premise caters to diverse industries, including consumer goods companies, international development organizations, and public sector entities. Its solutions provide actionable intelligence for execution monitoring, consumer behavior analysis, community understanding, and supply chain optimization. With a global reach spanning over 140 countries, the company facilitates data collection from even the most challenging regions.
Premise distinguishes itself through rapid insights gathering, unparalleled data granularity, and stringent quality assurance measures. As of 2024, the company recorded over 25 million submissions per year, garnering trust from industry leaders.

Premise

PriceStats is a company that specializes in transforming data into meaningful tools for economic analysis. The company's primary focus is on developing global, real-time economic statistics using online data. PriceStats produces daily inflation statistics and Purchasing Power Parity (PPP) series, which are utilized by various financial institutions and policymakers worldwide. The company's technology leverages online retail prices to reveal offline street price changes, often weeks before official numbers reflect inflation trends. This approach allows for more timely and accurate economic insights, potentially enabling policymakers to better prepare for economic fluctuations.
PriceStats has continuously expanded its product offerings since its inception in September 2010. The company has developed inflation series for numerous countries, including the US, UK, Brazil, Germany, France, Canada, Mexico, Poland, and China, among others. In addition to country-specific inflation indices, PriceStats also produces global inflation series, including World Inflation, Food Inflation, and Fuel Inflation series. The company launched its PPP Series in May 2014, providing charts on real exchange rates, relative prices, and over/undervaluation for various countries compared to the US dollar. In January 2024, PriceStats released the China Aggregate Inflation Series, further expanding its coverage of major economies.
Key customers and partnerships
PriceStats distributes its daily inflation statistics and PPP series through an exclusive partnership with State Street Global Markets and State Street Global Exchange. This partnership, established in May 2011, brings PriceStats' indices to the financial sector. Target clients include hedge funds, pension funds, sovereign wealth funds, and other financial institutions interested in accessing high-frequency inflation and PPP measures. State Street provides access to these indices through its proprietary research website, Insights.
In addition to its commercial partnerships, PriceStats has demonstrated a commitment to social responsibility. Since early 2020, the company has provided its indicators for free to 16 central banks worldwide to help navigate the economic effects of the Covid-19 pandemic. In May 2022, PriceStats began distributing its Global Food Inflation series to the public on a complimentary basis through its partnership with State Street, aiming to assist policymakers in addressing rapidly rising food prices and supply shortages driven by global events. The company has also collaborated with statistical offices, offering item-level data free of charge to institutions such as the UK Office for National Statistics and the Central Statistics Office of Ireland during the Covid-19 pandemic.

PriceStats

Generated by sensors. Satellite imagery captures objects on the ground (e.g., cars in a parking lot and ships at a port), lights, pollution, and particulate matter in the air.

Generated by sensors. Collected by a variety of sensors and has many uses including agriculture and other commodities sensitive to the weather.

Generated by sensors. Data gathered from the GPS, Wi-Fi, or Bluetooth signals on mobile phones or other electronic devices, which can be used to track consumer movement such as high footfall areas, time spent at specific locations, and routes.

Generated by individuals. Includes website usage (e.g., time spent on a website, actions, and volume of queries), mobile app usage, social sentiment (based on social media posts, news, videos, and online interactions on social media), product reviews, and surveys.

Generated by individuals. E-receipts gathered from consumers on an opt-in basis provide data on user purchases and product demand. Data are anonymized and provided to corporations for targeted marketing.

Generated by businesses. Credit/debit card transaction and POS system data are structured and sought after and are used to track retail and business spending (e.g., sales volumes and prices).

Generated by businesses. Data sources used to assess consumers' creditworthiness such as income and employment information, consumer banking data, payments to specialty lenders, utilities payments, rental payments, and peer-to-peer lending records. Other data types include local prices, business banking records, commercial transactions (e.g., shipping container receipts), supply chain data, and government and corporation data.

Firms that acquire individual data streams and bundle them for sale to investors or structure/analyze the data to create data products for sale to investors.

Alternative data personalizes products/services by leveraging geolocation, social media, and transaction data for businesses

Dataminr

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