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Scale AI offers a Data Engine and a Generative AI Platform for building AI applications in enterprise and government sectors. The company provides extensive resources, including guides on data labeling, machine learning model training, and large language models. Additional materials cover specific technologies like diffusion models and computer vision applications. These resources aim to support developers and organizations in implementing various AI solutions.