Turba Labs is an AI infrastructure software company focused on helping organizations get more capability from the computing resources they already have. Its AI performance platform optimizes infrastructure across hardware and workloads, addressing the interactions between GPUs, networks, models, and service requirements rather than focusing on model optimization alone. The platform works across the AI infrastructure lifecycle, assessing what systems can deliver before workloads arrive and managing resources across fleets in real time.

Using hardware details, workload and user profiles, and latency targets, Turba Labs’ software supports GPU sizing and placement, power management, and GPU sharing. It also predicts latency and utilization and attributes usage by tenant. The company says its platform can increase output per GPU and watt of power, lower the cost per unit of compute, and improve predictability. Its aim is to help customers maximize compute without building additional data centers, while aligning infrastructure performance with business needs.