Mozaic Technology Competitors

Appen has been a leader in AI training data for over 25 years, providing high-quality, diverse datasets that power the world's leading AI models. Our end-to-end platform, deep expertise, and scalable human-in-the-loop services enable AI innovators to build and optimize cutting-edge models. We specialize in creating bespoke, human-generated data to train, fine-tune, and evaluate AI models across multiple domains, including generative AI, large language models (LLMs), computer vision, speech recognition, and more. Our solutions support critical AI functions such as supervised fine-tuning, reinforcement learning with human feedback (RLHF), model evaluation, and bias mitigation. Our advanced AI-assisted data annotation platform, combined with a global crowd of more than 1M contributors in over 200 countries, ensures the delivery of accurate and diverse datasets. Our commitment to quality, scalability, and ethical AI practices makes Appen a trusted partner for enterprises aiming to develop and deploy effective AI solutions. At Appen, we foster a culture of innovation, collaboration, and excellence. We value curiosity, accountability, and a commitment to delivering the highest-quality AI solutions. We support work-life balance with flexible work arrangements and a dynamic, results-driven environment. Employees have access to competitive pay, comprehensive benefits, and opportunities for continuous learning and career growth. Our team works closely with the world’s top technology companies and enterprises, tackling exciting challenges and shaping the future of artificial intelligence.

Bridge the gap between your AI’s promise and its real-world performance. Our technology and talent help you develop, deploy, and operate reliable, trustworthy AI from idea to production faster. We ensure your data is ready for reliable AI models, improve performance with continuous feedback loops, and close the confidence gap by making your AI systems accurate and safe at scale. We achieve this by combining machine and human intelligence. Our modular and flexible AI platform uses a human-in-the-loop approach to correct errors and edge cases that automation alone can’t handle, continuously improving model performance. With an inference-centric methodology, unique datasets, and our skilled professionals, we enable ML teams to build better AI solutions for real-world problems, ensuring seamless development and monitoring that speeds up production and drives real financial impact. Founded in 2010, CloudFactory is on a mission to empower talented people around the world to become the skilled humans in the loop vital for unlocking AI's full potential. We’re on four continents, with offices in the UK, the US, Germany, Kenya, and Nepal. To learn more, visit www.cloudfactory.com.

Hive is the leading provider of cloud-based AI solutions to understand, search, and generate content, and is trusted by hundreds of the world's largest and most innovative organizations. The company empowers developers with a portfolio of best-in-class, pre-trained AI models, serving billions of customer API requests every month. Hive also offers turnkey software powered by proprietary AI models and datasets, unlocking breakthrough applications for critical business needs with deep learning and generative AI. Collectively, Hive's technology is transforming approaches to platform integrity / content moderation (including AI-generated content detection), brand protection, sponsorship measurement, context-based ad targeting, and more. Hive has raised over $120M from leading investors, including General Catalyst, 8VC, Tomales Bay Capital, and Glynn Capital. In April 2021, Hive announced a $50M Series D at a $2B valuation. The San Francisco-based company has 200+ full-time employees globally, in addition to a distributed workforce of more than 5 million global contributors that supports data labeling operations. For more information, visit thehive.ai or follow on LinkedIn.