AI Topic: Human-in-the-Loop Training
Platforms that connect organizations with vetted human experts to annotate, label, evaluate, and align AI models, ensuring high-quality training datasets and accurate model evaluation through human judgment.
AI Tools in Human-in-the-Loop Training
Clickworker
Crowdsourcing platform providing access to a global workforce for microtasks, data collection, content creation, and AI training data services.

Appen
Enterprise AI data platform providing high-quality datasets, annotation services, and human-AI collaboration solutions for over 25 years.

Anolytics
Data analytics and AI consulting company providing human-in-the-loop training, data processing, and governance solutions for enterprise AI and machine learning initiatives.
Amazon Mechanical Turk
Crowdsourcing marketplace providing access to a global, on-demand workforce for microtasks, data validation, and human intelligence tasks at scale.
Alignerr
Platform hiring independent contractors to earn money training AI models through data labeling, evaluation, and alignment tasks with flexible project-based work opportunities.
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