Sama, formerly known as Samasource is a training-data company, focusing on annotating data for
artificial intelligence
Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machines, as opposed to intelligence displayed by animals and humans. Example tasks in which this is done include speech re ...
algorithms.
The company offers image, video and sensor data annotation and validation for machine learning algorithms in industries including automotive, navigation,
augmented reality
Augmented reality (AR) is an interactive experience that combines the real world and computer-generated content. The content can span multiple sensory modalities, including visual, auditory, haptic, somatosensory and olfactory. AR can be de ...
,
virtual reality
Virtual reality (VR) is a simulated experience that employs pose tracking and 3D near-eye displays to give the user an immersive feel of a virtual world. Applications of virtual reality include entertainment (particularly video games), educ ...
,
biotechnology
Biotechnology is the integration of natural sciences and engineering sciences in order to achieve the application of organisms, cells, parts thereof and molecular analogues for products and services. The term ''biotechnology'' was first used b ...
, agriculture, manufacturing, and e-commerce.
Sama's mission is to expand opportunity for low-income individuals through the digital economy. One of the first organizations to engage in impact sourcing,[Bornstein, David (November 3, 2011)]
Workers of the World Employed
''New York Times''. Retrieved 2013-04-04. Sama trains workers in basic computer skills and pays a local living wage
A living wage is defined as the minimum income necessary for a worker to meet their basic needs. This is not the same as a subsistence wage, which refers to a biological minimum, or a solidarity wage, which refers to a minimum wage tracking labor ...
for their labor.[Gino, Francesca; Staats, Bradley R]
"The Microwork Solution"
''Harvard Business Review''. December 2012.
Additionally, Sama provides health and wellness education, professional skills development, a scholarship program to assist with continuing education costs, and a program to provide micro loans and mentorship to aspiring entrepreneurs. Some of Sama's clients include Walmart
Walmart Inc. (; formerly Wal-Mart Stores, Inc.) is an American multinational retail corporation that operates a chain of hypermarkets (also called supercenters), discount department stores, and grocery stores from the United States, headquarter ...
, Google
Google LLC () is an American multinational technology company focusing on search engine technology, online advertising, cloud computing, computer software, quantum computing, e-commerce, artificial intelligence, and consumer electronics. ...
, General Motors
The General Motors Company (GM) is an American Multinational corporation, multinational Automotive industry, automotive manufacturing company headquartered in Detroit, Michigan, United States. It is the largest automaker in the United States and ...
and Microsoft
Microsoft Corporation is an American multinational technology corporation producing computer software, consumer electronics, personal computers, and related services headquartered at the Microsoft Redmond campus located in Redmond, Washing ...
.
Sama is headquartered in San Francisco, California
San Francisco (; Spanish for " Saint Francis"), officially the City and County of San Francisco, is the commercial, financial, and cultural center of Northern California. The city proper is the fourth most populous in California and 17th ...
, with an additional office in New York City
New York, often called New York City or NYC, is the List of United States cities by population, most populous city in the United States. With a 2020 population of 8,804,190 distributed over , New York City is also the L ...
. The organization owns and operates delivery centers in Nairobi, Kenya, Kampala, Uganda and Gulu, Uganda, and partners with additional delivery centers in India
India, officially the Republic of India (Hindi: ), is a country in South Asia. It is the seventh-largest country by area, the second-most populous country, and the most populous democracy in the world. Bounded by the Indian Ocean on the so ...
. Sama previously employed workers in Haiti
Haiti (; ht, Ayiti ; French: ), officially the Republic of Haiti (); ) and formerly known as Hayti, is a country located on the island of Hispaniola in the Greater Antilles archipelago of the Caribbean Sea, east of Cuba and Jamaica, and ...
, Pakistan
Pakistan ( ur, ), officially the Islamic Republic of Pakistan ( ur, , label=none), is a country in South Asia. It is the world's List of countries and dependencies by population, fifth-most populous country, with a population of almost 24 ...
, Ghana
Ghana (; tw, Gaana, ee, Gana), officially the Republic of Ghana, is a country in West Africa. It abuts the Gulf of Guinea and the Atlantic Ocean to the south, sharing borders with Ivory Coast in the west, Burkina Faso in the north, and To ...
, and South Africa
South Africa, officially the Republic of South Africa (RSA), is the southernmost country in Africa. It is bounded to the south by of coastline that stretch along the South Atlantic and Indian Oceans; to the north by the neighbouring countri ...
.[Samasource Press Kit](_blank)
. Retrieved 2013-04-04.
Business model
Sama uses a secured cloud annotation platform to manage the annotation lifecycle. This includes image upload, annotation, data sampling and QA, data delivery, and overall collaboration.
Sama's platform breaks down complex data projects from large companies into small tasks that can be completed by women and youth in developing countries with basic English
English usually refers to:
* English language
* English people
English may also refer to:
Peoples, culture, and language
* ''English'', an adjective for something of, from, or related to England
** English national ide ...
skills after a few weeks of training.[How We Work](_blank)
Samasource.org. Retrieved 2013-04-04. In Kenya, Sama offers an immersive hard and soft skill training program to help prepare underserved youth for the workplace. Sama delivery centers follow Sama's social impact Social impact may refer to:
* Social impact assessment
* Social impact theory
* Social influence
Social influence comprises the ways in which individuals adjust their behavior to meet the demands of a social environment. It takes many forms and c ...
guidelines, which includes hiring workers who were previously earning less than the local poverty line, paying a living wage and providing access to benefits. Sama also invests in training, salaries, and benefits for their agents, offering free or subsidized meals, transportation, healthcare, and professional development.
Sama's technology features a five-step quality assurance
Quality assurance (QA) is the term used in both manufacturing and service industries to describe the systematic efforts taken to ensure that the product(s) delivered to customer(s) meet with the contractual and other agreed upon performance, design ...
mechanism that gauges the success of each individual worker. Workers are not, however, in direct competition with one another as they are in crowdsourcing
Crowdsourcing involves a large group of dispersed participants contributing or producing goods or services—including ideas, votes, micro-tasks, and finances—for payment or as volunteers. Contemporary crowdsourcing often involves digita ...
models.[Gino, Francesca; Staats, Bradley R]
"Samasource: Give Work, Not Aid"
. ''Harvard Business School''. February 12, 2012. Sama's staff also makes a point of understanding the skills native to each region so that it can channel projects to centers best equipped to handle them.
First founded as a non-profit in 2008, Sama adopted a hybrid business model in 2019, becoming a for-profit business with the previous non-profit organization becoming a shareholder.
History
Entrepreneur Leila Janah
Leila Janah (October 9, 1982 – January 24, 2020) was an American businesswoman. She was the founder and CEO of Sama and LXMI. Sama's 11,000 employees have worked under contracts with companies including Microsoft, Google, Facebook, Walmart, ...
founded Samasource (now Sama Group) in 2008. Janah's father sensitized her to the issue of poverty from an early age, and she became interested in global development while teaching English and creative writing in rural Ghana through a high school scholarship. Seeing her students' ambition combined with the rise in global literacy and access to technology during that time provided the initial inspiration for Samasource.["Ending Poverty in the Digital Age"](_blank)
TED Talk by Leila Janah, January 2010. Retrieved 2013-04-04.
After completing a degree in African Development Studies from Harvard University
Harvard University is a private Ivy League research university in Cambridge, Massachusetts. Founded in 1636 as Harvard College and named for its first benefactor, the Puritan clergyman John Harvard, it is the oldest institution of higher le ...
, Janah worked as a consultant at Katzenbach Partners (now Booz & Company
Strategy& is the strategy consulting business unit of PricewaterhouseCoopers (PwC), one of the Big Four professional service firms. Strategy& is a global strategy consulting firm with a network of 75+ offices with 3000+ consultants around the wo ...
) and at the World Bank
The World Bank is an international financial institution that provides loans and grants to the governments of low- and middle-income countries for the purpose of pursuing capital projects. The World Bank is the collective name for the Interna ...
. She quickly became disillusioned, however, by the lack of insight she perceived from World Bank
The World Bank is an international financial institution that provides loans and grants to the governments of low- and middle-income countries for the purpose of pursuing capital projects. The World Bank is the collective name for the Interna ...
officials into the needs of those the organization was attempting to move out of poverty
Poverty is the state of having few material possessions or little income. Poverty can have diverse social, economic, and political causes and effects. When evaluating poverty in ...
.[Bhattacharjee, RB (December, 2009)]
"Mr. and Mrs. Smith"
''Hypermarket''. While working with multiple clients in the outsourcing
Outsourcing is an agreement in which one company hires another company to be responsible for a planned or existing activity which otherwise is or could be carried out internally, i.e. in-house, and sometimes involves transferring employees and ...
sector and nonprofit world, Janah developed the business plan for Sama.
Recognition
Sama has received numerous awards and grants, including the 2012 Secretary's Innovation Award for the Empowerment of Women and Girls and the 2012 TechFellows Award for Disruptive Innovation. The organization was also part of POPTech's 2010 Class of Social Innovation Fellows. Fast Company
''Fast Company'' is a monthly American business magazine published in print and online that focuses on technology, business, and design. It publishes six print issues per year.
History
''Fast Company'' was launched in November 1995 by Alan Web ...
named Sama as "One of the Most Innovative Companies of 2015", saying that Sama is "defining what it means to be a not-for-profit business". Sama has also been profiled in TechCrunch
TechCrunch is an American online newspaper focusing on high tech and startup companies. It was founded in June 2005 by Archimedes Ventures, led by partners Michael Arrington and Keith Teare.
In 2010, AOL acquired the company for approximately ...
, Wired
''Wired'' (stylized as ''WIRED'') is a monthly American magazine, published in print and online editions, that focuses on how emerging technologies affect culture, the economy, and politics. Owned by Condé Nast, it is headquartered in San Fra ...
, and Business Insider
''Insider'', previously named ''Business Insider'' (''BI''), is an American financial and business news website founded in 2007. Since 2015, a majority stake in ''Business Insider''s parent company Insider Inc. has been owned by the German publ ...
among other publications.
Janah, was included in Conde Nast's Daring 25 list in 2016 and as one of "Five Visionary Tech Entrepreneurs Who Are Changing the World" by ''The New York Times Style Magazine'' in 2015. She was also named a "Rising Star" on Forbes' 30 Under 30 list in 2011, one of the 50 people who will change the world by Wired
''Wired'' (stylized as ''WIRED'') is a monthly American magazine, published in print and online editions, that focuses on how emerging technologies affect culture, the economy, and politics. Owned by Condé Nast, it is headquartered in San Fra ...
, and one of the 100 most creative people in business by Fast Company. She is the recipient of a 2011 World Technology Award, a Social Enterprise Alliance Award, and a Club de Madrid award."Club De Madrid 2012 Young Leadership Award goes to Leila Janah"
''Club Madrid.org''. December 19, 2012. Retrieved 2013-04-04. Janah died in 2020, at age 37
Controversy
Sama is currently facing a lawsuit in Kenya over alleged unsafe and unfair working conditions when the company fails to comply with 12 labor claims presented to it. Nzili and Sumbi Advocates, the law firm representing Daniel Motaung, a former Sama employee who was fired for organizing a strike over poor working conditions and pay in 2019, accused the subcontractor of violating various rights, including the right to health and privacy of Kenyan and international employees. Motaung was allegedly fired for organizing the strike and trying to unionize Sama's employees. The law firm has given Meta and Sama 21 days (from Tuesday, March 29) to respond to the claims or face legal action.
The threatened lawsuit follows a
Time
Time is the continued sequence of existence and events that occurs in an apparently irreversible succession from the past, through the present, into the future. It is a component quantity of various measurements used to sequence events, to ...
report detailing how Sama recruited the moderators under the false pretense that they would take jobs at call centers. According to the report, the moderators, who were recruited from all parts of the continent, only learned about the nature of their work after signing employment contracts and moving to the center in Nairobi. The moderators sift through social media posts on all platforms, including
Facebook
Facebook is an online social media and social networking service owned by American company Meta Platforms. Founded in 2004 by Mark Zuckerberg with fellow Harvard College students and roommates Eduardo Saverin, Andrew McCollum, Dustin M ...
, to remove those that spread and perpetuate hate, misinformation and violence.
In a post published after the revelation, Sama denied any wrongdoing and said the company is transparent in its hiring practices and maintains a culture that "prioritizes the health and well-being of employees".
References
{{reflist, 2
Information and communication technologies for development
Human-based computation
Social enterprises
Companies based in San Francisco
Technology companies established in 2008
2008 establishments in California