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AECOM is a global infrastructure consulting firm based in Dallas, Texas, providing professional and technical services in architecture, engineering, construction, operations, and management. Founded in 1990 through the merger of five subsidiaries of Ashland Oil, AECOM has a rich history that traces back over 120 years. The company has grown significantly through numerous acquisitions and has established itself as a leader in the infrastructure sector. AECOM offers integrated services that encompass the design, construction, financing, and operation of infrastructure assets for both public and private clients. Their core areas of expertise include transportation engineering, facilities and buildings, environmental consulting, and energy management. The firm is known for its work on iconic projects such as sports stadiums, high-rise buildings, and sustainable facilities, serving clients in over 150 countries with a focus on innovation and technical excellence.
Scale AI is a data infrastructure company that specializes in providing high-quality training data and technologies for AI model development and deployment. Founded in 2016 by Alexandr Wang and Lucy Guo, Scale AI has grown from a data annotation startup into a comprehensive 'data foundry' that serves enterprises, governments, and AI labs across various industries. The company offers a range of services, including human-powered data labeling and annotation, Reinforced Learning with Human Feedback (RLHF) technology, and end-to-end machine learning lifecycle management solutions. Scale AI also develops specialized AI agents and provides full-stack data and technology solutions for building and overseeing AI applications. With a focus on delivering correctly labeled datasets, Scale AI aims to enhance the effectiveness of machine learning models. Scale AI has established partnerships with leading organizations such as Meta, Microsoft, and OpenAI, and has achieved significant financial milestones, including projected revenues of $2 billion in 2025 and a valuation exceeding $29 billion.