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Corvex Launches Serverless AI Inference Platform Focused on Data Privacy

Arlington-based Corvex has unveiled its Token Factory, a serverless inference platform designed to run open-weight AI models without retaining user data. The service allows enterprises to access models like GLM 5.3 and DeepSeek V4 Flash through an API, bypassing the need to manage complex GPU infrastructure.

Corvex Launches Serverless AI Inference Platform Focused on Data Privacy

By default, the platform processes all prompts and responses in memory, ensuring they are neither logged nor utilized for model training. Co-CEO and co-founder Seth Demsey emphasized that the service targets companies handling sensitive source code and internal records, providing a secure alternative to closed-source providers. Corvex manages the hardware entirely, routing no requests to third parties.

To ensure compatibility, the platform uses APIs modeled after OpenAI and Anthropic, allowing developers to integrate the service by simply updating their base URL and credentials. The company, which holds SOC 2 Type II certification and supports HIPAA-compliant agreements, charges exclusively for consumed tokens rather than idle GPU time. This launch follows a closed alpha phase and aims to provide a scalable path for enterprises transitioning toward private inference environments.

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