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BigBear.ai Holdings, Inc. provides artificial intelligence-powered decision intelligence solutions. It offers national security, supply chain management, and digital identity and biometrics solutions. The company also provides data ingestion, data enrichment, data processing, artificial intelligence, machine learning, predictive analytics, and predictive visualization solutions and services. It serves nation defense and intelligence agencies, border protection, transportation security, manufacturing, distribution and logistics, travel, entertainment, and tourism sectors. The company is headquartered in Columbia, Maryland.

Guardforce AI Co., Limited offers cash solutions and cash handling services in Thailand. The company operates through four segments: Secured Logistics Business, General Security Solutions, Robotics Solution Business, and Information Security Business. Its services include cash-in-transit, vehicles to banks, ATM management, cash center operations, cash processing, coin processing, consolidate cash center, and cheque center services, as well as cash deposit machine solutions, such as cash deposit management and express cash services. The company also sells and rents robots; and sells and installs Rapid7 software, as well as provision of integrated alarm security system installation, PCI ASV scan, and penetration testing services. Its customers include local commercial banks, chain retailers, coin manufacturing mints, and government authorities. The company was founded in 1982 and is based in Singapore.

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.

Remark Holdings, Inc. primarily focuses on the development and deployment of artificial intelligence-based solutions for businesses and software developers. It operates a data and AI software platform that offers AI-based computer vision products, computing devices, and software-as-a-service solutions; and Smart Safety Platform, a software solution that uses computer vision to detect persons, objects, and behavior in video feeds, as well as provides Remark AI Thermal kits and rPad products and services. It serves retail, hospitality, construction, public safety, workplace safety, and public sectors. The company was formerly known as Remark Media, Inc. and changed its name to Remark Holdings, Inc. in April 2017. Remark Holdings, Inc. was incorporated in 2006 and is headquartered in Las Vegas, Nevada.

NVIDIA Corporation provides graphics and compute and networking solutions in the United States, Taiwan, China, Hong Kong, and internationally. The Graphics segment offers GeForce GPUs for gaming and PCs, the GeForce NOW game streaming service and related infrastructure, and solutions for gaming platforms; Quadro/NVIDIA RTX GPUs for enterprise workstation graphics; virtual GPU or vGPU software for cloud-based visual and virtual computing; automotive platforms for infotainment systems; and Omniverse software for building and operating metaverse and 3D internet applications. The Compute & Networking segment comprises Data Center computing platforms and end-to-end networking platforms, including Quantum for InfiniBand and Spectrum for Ethernet; NVIDIA DRIVE automated-driving platform and automotive development agreements; Jetson robotics and other embedded platforms; NVIDIA AI Enterprise and other software; and DGX Cloud software and services. The company's products are used in gaming, professional visualization, data center, and automotive markets. It sells its products to original equipment manufacturers, original device manufacturers, system integrators and distributors, independent software vendors, cloud service providers, consumer internet companies, add-in board manufacturers, distributors, automotive manufacturers and tier-1 automotive suppliers, and other ecosystem participants. NVIDIA Corporation was incorporated in 1993 and is headquartered in Santa Clara, California.

The VanEck Semiconductor ETF (SMH) is an exchange-traded fund that is based on the MVIS US Listed Semiconductor 25 index, a market-cap-weighted index of 25 of the largest US-listed semiconductors companies. SMH was launched on May 5, 2000 and is managed by VanEck.

SoundHound AI, Inc. develops independent voice artificial intelligence (AI) solutions that enables businesses across automotive, TV, and IoT, and to customer service industries to deliver high-quality conversational experiences to their customers. Its products include Houndify platform that offers a suite of Houndify tools to help brands build conversational voice assistants, such as Application Programming Interfaces (API) for text and voice queries, support for custom commands, extensive library of content domains, inclusive software development kit platforms, collaboration capabilities, diagnostic tools, and built-in analytics; SoundHound Chat AI that integrates with knowledge domains, pulling real-time data like weather, sports, stocks, flight status, and restaurants; and SoundHound Smart Answering is built to offer customer establishments custom AI-powered voice assistant. The company's products also include CaiNET software that uses machine learning to enhance how domains work together to handle queries; CaiLAN software that arbitrates responses so users get answers from the right domain; Dynamic Interaction a real-time, multimodal customer service interface; Smart Ordering which offers an easy-to-understand voice assistant for restaurants; Employee Assist; automatic speech recognition; natural language understanding; wake words; custom domains; text-to-speech; and embedded voice solutions. The company was founded in 2005 and is headquartered in Santa Clara, California.