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Innodata Inc. operates as a global data engineering company in the United States, the United Kingdom, the Netherlands, Canada, and internationally. The company operates through three segments: Digital Data Solutions (DDS), Synodex, and Agility. The DDS segment engages in the provision of artificial intelligence (AI) data preparation services; collecting or creating training data; annotating training data; and training AI algorithms for its customers, as well as AI model deployment and integration services. This segment also provides a range of data engineering support services, including data transformation, data curation, data hygiene, data consolidation, data extraction, data compliance, and master data management. The Synodex segment offers an industry platform that transforms medical records into useable digital data with its proprietary data models or client data models. The Agility segment provides an industry platform that offers marketing communications and public relations professionals to target and distribute content to journalists and social media influencers; and to monitor and analyze global news channels, such as print, web, radio, and TV, as well as social media channels. It serves banking, insurance, financial services, technology, digital retailing, and information/media sectors through its professional staff, senior management, and direct sales personnel. The company was formerly known as Innodata Isogen, Inc. and changed its name to Innodata Inc. in June 2012. Innodata Inc. was incorporated in 1988 and is headquartered in Ridgefield Park, New Jersey.

Akerna Corp. provides enterprise software solutions that enable regulatory compliance and inventory management in the United States and Canada. The company offers MJ Platform for the cannabis, hemp, and CBD industry; and Leaf Data Systems, a government regulatory software. It also provides consulting services to cannabis industry; business intelligence, data analytics and other software related services; and Last Call Analytics, a retail analytics platform. In addition, the company operates Solo, a seed-to-sale tagging and tracking software platform, and Trellis, a cultivation and compliance software platform. Akerna Corp. was founded in 2010 and is headquartered in Denver, Colorado.

Phunware, Inc., together with its subsidiaries, provides integrated software platform that equips companies with the products, solutions, and services to engage, manage, and monetize their mobile application portfolios in the United States and internationally. The company's products and services include mobile software and application transaction solutions comprise integration of software development kit (SDK) licenses, which consists of analytics that offers data related to application use and engagement; content management that allows application administrators to create and manage app content in a cloud-based portal; alerts, notifications, and messaging, which enables brands to send messages; marketing automation that enables location-triggered messages and workflow; advertising; and location-based services, such as mapping, navigation, wayfinding, workflow, asset management, and policy enforcement. It is also involved in the integration of its SDK licenses into existing applications maintained by its customers, as well as custom application development and support services; and provision of cloud-based vertical solutions for healthcare, retail, sports, aviation, real estate, hospitality, education, and other applications, as well as application transactions, including re-occurring and one-time transactional media purchases for application discovery, user acquisition and audience building, audience engagement, and audience monetization. Phunware, Inc. was founded in 2009 and is headquartered in Austin, Texas.

Renren Inc. engages in the software as a service business in the United States and internationally. The company develops Chime, an all-in-one real estate sales acceleration and client lifecycle management platform that combines IDX websites, lead generation, marketing automation, advanced lead management, and powerful AI to capture and convert leads into new business; and Trucker Path, a driver-centric online transportation management platform to trip planning companion for truck drivers. It also provides online and mobile services for the trucking industry in North America. In addition, the company offers bookkeeping and operations management solutions to property managers and landlords. The company was formerly known as Oak Pacific Interactive and changed its name to Renren Inc. in December 2010. Renren Inc. was founded in 2002 and is headquartered in Phoenix, Arizona.

Veritone, Inc., together with its subsidiaries, engages in the provision of artificial intelligence (AI) computing solutions and services in the United States, the United Kingdom, France, Australia, Israel, and India. It develops and operates aiWARE platform, an AI operating system, that uses machine learning algorithms or AI models designed to mimic human cognitive functions, such as perception, prediction, and problem solving and optimization, as well as enables users to transform unstructured data into structured data, and analyze and optimize data to drive business processes and insights. The company also provides media advertising agency services, including media planning and strategy, media buying and placement, campaign messaging, clearance verification and attribution, and custom analytics directly to advertisers through outbound sales networking, and client and partner referrals, as well as indirectly through advertising agencies or marketing consultants. It serves media and entertainment, government, legal and compliance, energy, and other vertical markets. The company was formerly known as Veritone Delaware, Inc. and changed its name to Veritone, Inc. in July 2014. Veritone, Inc. was incorporated in 2014 and is headquartered in Denver, Colorado.