Cohere Launches Model Vault for Private Inference and Regulated Workloads

This IDC Perspective shares an overview of Cohere's Model Vault, which addresses the growing dominance of inference in generative AI and agentic AI, particularly for regulated and mission-critical workloads. The Model Vault offers a single-tenant, private inference platform tailored for regulated workloads, addressing enterprise needs for data privacy, compliance, predictable performance, and operational control. As inference becomes central to generative AI, private and hybrid architectures are key to balancing innovation, governance, and efficiency. "As inference overtakes training as the predominant workload, the challenge for regulated AI is balancing innovation, compliance, and control," said Tim Law, research director, AI and Automation, IDC. "Private, single-tenant platforms can help firms balance those requirements for regulated workloads."