Pareto
Pareto provides AI and LLM training data solutions, outsourced operations services, and expert evaluations, with a globally distributed network of professionals. The company has completed over 3,000,000 tasks for leading AI/ML organizations and operates on principles of equitable compensation and collaborative management.
Services
Pareto offers a comprehensive suite of AI and LLM training data solutions. These include RLHF, side-by-side RL, original content generation, creative hallucination, safety, ethics, and compliance training, honesty and factuality training, LLM prompting, data classification and indexing, engine annotation, LLM fluency and relevancy grading, and chain-of-thought reasoning. Additionally, Pareto provides outsourced operations services such as virtual assistants for business operations, lead generation, and data collection.
Global Presence
Pareto operates in a variety of countries including Colombia, Mexico, USA, Chile, Kenya, Thailand, Philippines, Romania, Nigeria, India, and the United Kingdom. The company leverages a globally distributed network of master annotators, evaluators, and prompt engineers. This geographic diversity allows Pareto to offer flexible work arrangements and competitive pay for AI trainers and data experts.
Ethical AI Behavior
Pareto places a strong focus on ethical AI behavior, ensuring compliance with privacy and data protection regulations. The company actively works on inappropriate content filtering and the elimination of implicit biases. Additionally, Pareto provides specialized datasets for niche topics to ensure the factual accuracy of LLM outputs.
Mission and Values
Pareto's mission is to empower talented and diverse professionals worldwide to contribute to AI training. The company operates on principles of equitable compensation, collaborative management, and expert evaluation and feedback. This approach ensures that quality and fairness are integrated into their services, while providing flexible work arrangements and competitive pay for their workforce.
Quality Assurance
Pareto offers a fully managed service with various quality assurance techniques, such as paid trials and expert review and feedback. The company employs gold standard items to maintain high-quality outputs. They specialize in fine-tuning LLMs with human feedback, adaptive training strategies for continuous improvement, and expert natural-language feedback and detailed annotations for LLMs.