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INOD vs MCHX

Innodata Inc. and Marchex, Inc. Class B

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Innodata Inc.

Innodata Inc. operates as a 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.

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Marchex, Inc. Class B

Marchex, Inc., a conversation intelligence company, provides conversational analytics and related solutions in the United States, Canada, and internationally. The company's products include Marketing Edge that identifies which campaigns and channels are driving inbound conversations, evaluates what happens during those conversations, and closes the sales loop by connecting converted sales to marketing driven leads; Sonar Business Text Messaging, an artificial intelligence (AI) empowered intelligent workflow enabled mobile messaging solution that enables operations, sales, and marketing teams to communicate personally with field staff, prospects, and customers; and Marchex Platform Services, a robust API-based conversation intelligence product that allows executives, sales, customer engagement, and marketing teams to apply Marchex AI to most any calls, regardless of communication platform, to identify actionable insights from conversations with their customers. It also provides Spotlight, an AI conversation analytics product for multi-location businesses; Engage, a solution that provides locations with applications to enhance their overall performance; Call Summary and Sentiment Suite, are capabilities powered by generative AI that analyze and generate summaries of consumer-to-business calls; and AI for Industry Solution, provides automatic lead qualification, identifying high value leads with industry specific indicators to target the most valuable opportunities, and improved attribution, allowing businesses to segment audiences and improve automated bidding using attributes such as product/service, lead outcome, lead value, and topics. Marchex, Inc. was incorporated in 2003 and is headquartered in Seattle, Washington.

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