Appen's primary industry competitors encompass major technology and data-services enterprises specializing in AI training data acquisition, such as Scale AI, TELUS International, Labelbox, Defined.ai, and various crowdsourcing platforms that compete for enterprise contracts with major global tech giants, autonomous vehicle companies, and frontier artificial intelligence research laboratories.