Confidential Computing Beta Launches… Cohere Leverages Azure and H100

Cohere launched the public beta of confidential computing for its enterprise AI service Model Vault on October 22, a feature that lets customer-side programs verify the processing environment before sending sensitive requests. The system runs on Microsoft Azure infrastructure using NVIDIA H100 GPUs, and is designed to confirm hardware and software configurations against approved security policies during request processing, ensuring workloads execute only in compliant environments. Before any request is sent, the customer's program checks the processing environment's hardware, firmware, and software configuration against policy, and withholds the request if the configuration fails to meet requirements. The launch matters because it targets enterprises in regulated industries that need verifiable data protection when using third-party AI models, positioning Cohere against larger rivals in the privacy-sensitive enterprise AI segment. The move deepens Cohere's reliance on Microsoft's cloud and NVIDIA's AI chips, both of which are investors in or partners of the startup. Watch for how quickly Cohere moves the feature from beta to general availability and whether enterprise adoption of confidential computing becomes a differentiator in the enterprise AI market.