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Machine Learning Infrastructure

Machine Learning Infrastructure

Scale AI teardown: Labeling data for AI using AI

Scale AI provides a platform for annotating and validating data that is subsequently used to train AI models. In addition, the company also offers data management tools, synthetic data generation services, and a SaaS platform for ML workflow automation. Scale uses its own AI to pre-label images from high volumes of data, which is then quality checked by human contractors. The company adopts a usage-based pricing model, with a majority of its clients being developers of autonomous vehicles. Our content partner Sacra’s company teardown (May 2022) takes a deeper look at Scale AI’s financials, business model, competitive environment, and market opportunities.

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