High customer concentration risk, as evidenced by a past crisis where the loss of a single customer jeopardized the entire business.
The inherent difficulty and complexity of training AI agents for 'long-horizon' tasks, which is a fundamental challenge for the entire industry.
Operational challenges of scaling the human supply chain, such as needing to hire hundreds of world-class specialists on short notice.
Opportunities Identified
The massive, long-term market potential for human data for AI training, which the CEO predicts could reach $1 trillion.
The increasing demand for specialized, expert-generated data as AI models are applied to more niche and complex domains like medicine, law, and finance.
Solving the enterprise AI adoption problem by providing the critical data and evaluation pipelines needed to build and trust AI agents for specific workflows.