AI Training Data 3

Crowdsourcing platform for AI training data and data management services. clickworker is a crowdsourcing platform that provides AI training data and other data management services. It leverages a global network of over 7 million Clickworkers to generate, validate, and label data. Services include AI dataset creation, content editing, surveys, internet research, categorization, tagging, and more. clickworker caters to industries like AI & Data Science, Research, eCommerce, Retail, and Digital Marketing.

Ethical data labeling outsourcing for AI models with a focus on quality and impact. Innovatiana is a data labeling outsourcing company that focuses on providing high-quality datasets for AI models, including Machine Learning, Deep Learning, LLM, VLM, RAG, and RLHF. They offer ethical data annotation services for image, audio, video, and text data. Innovatiana differentiates itself by recruiting and training its own team in Madagascar, ensuring fair wages, good working conditions, and career development opportunities. They avoid crowdsourcing and prioritize data security and quality.

Data labeling platform for training generative AI models with human feedback and expert data teams. Surge AI is a data labeling platform and workforce provider specializing in high-quality training data for generative AI models. They offer services such as Supervised Fine-Tuning (SFT), Reinforcement Learning with Human Feedback (RLHF), and human evaluation, catering to various use cases including content moderation, search ranking, and training next-gen command LLMs. Surge AI emphasizes enterprise-scale security and provides API & SDK integration, 24/7 global support, and managed service options.