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HEAVY.AI is an American-based
software Software consists of computer programs that instruct the Execution (computing), execution of a computer. Software also includes design documents and specifications. The history of software is closely tied to the development of digital comput ...
company, that uses graphics processing units (GPUs) and central processing units (CPUs) to query and visualize big data. The company was founded in 2013 by Todd Mostak and Thomas Graham and is headquartered in
San Francisco San Francisco, officially the City and County of San Francisco, is a commercial, Financial District, San Francisco, financial, and Culture of San Francisco, cultural center of Northern California. With a population of 827,526 residents as of ...
,
California California () is a U.S. state, state in the Western United States that lies on the West Coast of the United States, Pacific Coast. It borders Oregon to the north, Nevada and Arizona to the east, and shares Mexico–United States border, an ...
. The company has a range of products, which help process and visualize
big data Big data primarily refers to data sets that are too large or complex to be dealt with by traditional data processing, data-processing application software, software. Data with many entries (rows) offer greater statistical power, while data with ...
. HEAVY.AI has partnered with a number of organizations, such as
Nvidia Nvidia Corporation ( ) is an American multinational corporation and technology company headquartered in Santa Clara, California, and incorporated in Delaware. Founded in 1993 by Jensen Huang (president and CEO), Chris Malachowsky, and Curti ...
, to help build an infrastructure system which processes data much faster than traditional CPU methods. By using multiple GPU cards at once, HEAVY.AI's technology can process data at a much faster rate than CPU's. HEAVY.AI raised funds in 2016 via a Series A, in 2017 via a Series B, and in 2018 via a Series C
funding round A securities offering (or funding round or investment round) is a discrete round of investment, by which a business or other enterprise raises money to fund operations, expansion, a capital (economics), capital project, an acquisition, or some oth ...
.


History

Todd Mostak and Thomas Graham founded HEAVY.AI, then named MapD, in 2013. Since their foundation, the company has focused on providing its services to a variety of markets, including government, public and private companies. HEAVY.AI's main offering is the Core database system, which was developed shortly after the company was founded. The system works using GPU technology, which allows for rapid processing and mapping of
big data Big data primarily refers to data sets that are too large or complex to be dealt with by traditional data processing, data-processing application software, software. Data with many entries (rows) offer greater statistical power, while data with ...
. The idea came while Mostak was working at
MIT The Massachusetts Institute of Technology (MIT) is a private research university in Cambridge, Massachusetts, United States. Established in 1861, MIT has played a significant role in the development of many areas of modern technology and sc ...
, he was researching tweets with his queries taking hours or even days to complete using more traditional IT methods. After setting up a GPU system and thorough testing,
InformationWeek ''InformationWeek'' is a digital magazine which conducts corresponding face-to-face events, virtual events, and research. It is headquartered in San Francisco, California California () is a U.S. state, state in the Western United State ...
stated that the process was 75 times to 3,500 times faster than using a traditional CPU to process
big data Big data primarily refers to data sets that are too large or complex to be dealt with by traditional data processing, data-processing application software, software. Data with many entries (rows) offer greater statistical power, while data with ...
. Mostak wasn't alone in researching ways to process
big data Big data primarily refers to data sets that are too large or complex to be dealt with by traditional data processing, data-processing application software, software. Data with many entries (rows) offer greater statistical power, while data with ...
. After winning $100,000 at an
Nvidia Nvidia Corporation ( ) is an American multinational corporation and technology company headquartered in Santa Clara, California, and incorporated in Delaware. Founded in 1993 by Jensen Huang (president and CEO), Chris Malachowsky, and Curti ...
-ran competition, Nvidia's research in the space has led them to be able to process 750GB per second using a GPU system, when ran in conjunction with systems that OmniSci produce. Other corporations such as
IBM International Business Machines Corporation (using the trademark IBM), nicknamed Big Blue, is an American Multinational corporation, multinational technology company headquartered in Armonk, New York, and present in over 175 countries. It is ...
were also quoted to be using OmniSci's technology to develop GPU systems. Prior to the
2016 presidential election This national electoral calendar for 2016 lists the national/ federal elections held in 2016 in all sovereign states and their dependent territories. By-elections are excluded, though national referendums are included. January *7 January: Kiri ...
, HEAVY.AI created a visualization of political donations as a tool to attempt to predict certain outcomes in the election. In 2017, it was announced that HEAVY.AI would become one of the founding members of the GPU Open Analytics Initiative. In September 2018, OmniSci was rebranded from MapD. In March 1, 2022, OmniSci rebranded to Heavy.AI.


Funding

In 2016, it was announced that HEAVY.AI had raised capital via a Series A
funding round A securities offering (or funding round or investment round) is a discrete round of investment, by which a business or other enterprise raises money to fund operations, expansion, a capital (economics), capital project, an acquisition, or some oth ...
, believed to be $10 million. A number of major participants were listed in the round, which was led by
In-Q-Tel In-Q-Tel (IQT), formerly Peleus and In-Q-It, is an American not-for-profit venture capital firm based in Arlington, Virginia. It invests in companies to keep the Central Intelligence Agency, and other intelligence agencies, equipped with the lates ...
. Other participants included
Nvidia Nvidia Corporation ( ) is an American multinational corporation and technology company headquartered in Santa Clara, California, and incorporated in Delaware. Founded in 1993 by Jensen Huang (president and CEO), Chris Malachowsky, and Curti ...
, Vanedge Capital, and
Verizon Wireless Verizon is an American wireless network operator that previously operated as a separate division of Verizon Communications under the name Verizon Wireless. In a 2019 reorganization, Verizon moved the wireless products and services into the div ...
.
Nvidia Nvidia Corporation ( ) is an American multinational corporation and technology company headquartered in Santa Clara, California, and incorporated in Delaware. Founded in 1993 by Jensen Huang (president and CEO), Chris Malachowsky, and Curti ...
became interested in HEAVY.AI, after the company won $100,000 from Nvidia at their GPU Ventures contest. The following year, HEAVY.AI raised capital via a Series B funding round. The round secured $25 million in additional funding for OmniSci, with
New Enterprise Associates New Enterprise Associates (NEA) is an American-based venture capital firm. NEA focuses investment stages ranging from seed stage through growth stage across an array of industry sectors. With over $25 billion in committed capital, NEA is one of t ...
,
Nvidia Nvidia Corporation ( ) is an American multinational corporation and technology company headquartered in Santa Clara, California, and incorporated in Delaware. Founded in 1993 by Jensen Huang (president and CEO), Chris Malachowsky, and Curti ...
and
Verizon Verizon Communications Inc. ( ), is an American telecommunications company headquartered in New York City. It is the world's second-largest telecommunications company by revenue and its mobile network is the largest wireless carrier in the ...
leading the funding round. In October 2018, HEAVY.AI secured $55 million through a Series C funding round led by
Tiger Global Management Tiger Global Management, LLC (often referred to as Tiger Global and formerly known as Tiger Technology) is an American investment firm founded by Chase Coleman III, a former Tiger Management employee under Julian Robertson, in March 2001. It ma ...
, and with the participation of existing investors, including In-Q-Tel, New Enterprise Associates, Vanedge Capital, Nvidia and Verizon Ventures.


External links

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References

{{reflist American companies established in 2013