Labelbox

Labelbox operates a hybrid software-and-services model for AI development workflows. It provides a core cloud platform for annotation, workflow orchestration, analytics and model evaluation, then expands account value through usage-based consumption, curated datasets and human-in-the-loop managed services. This creates value by helping AI teams improve training data quality, accelerate model iteration and outsource specialised annotation and evaluation work when internal capacity is limited.

Labelbox is a private US enterprise software company that provides tooling for AI data labelling, dataset generation and model evaluation. Its platform supports multimodal workflows used to create, curate and benchmark training data for machine learning and generative AI systems. In addition to software, it offers managed annotation and expert-led services for customers that need outsourced data operations or specialist evaluators.

The company makes money through a hybrid model combining enterprise SaaS subscriptions, usage-based charges tied to platform consumption, and service revenue from managed labelling, expert networks and premium data offerings. Its direct customers are enterprise machine learning teams, AI labs, data scientists, ML engineers and model developers rather than consumers.