CoreWeave has launched Forge, an integrated AI software platform designed to unify the development lifecycle. The platform operates on the company's bare-metal NVIDIA GPU clusters and includes tools for development, observability, testing, and coding assistance.
The company claims that Forge can achieve up to 96% goodput for specific workloads, with some training tasks running 1.8x faster than fragmented setups. CoreWeave expects the platform to increase contribution margins by 5 to 10 percentage points.
Forge is available in Free, Pro, and Enterprise tiers. Early adopters of the platform include MasterClass and Canva. The strategy aims to increase customer retention by integrating workflows, making it more difficult for clients to switch providers.
CoreWeave faces competition from major cloud providers like AWS, Google Cloud, and Microsoft Azure, as well as specialized firms such as Lambda Labs and Together AI. The company differentiates itself through its focus on GPU-specific infrastructure.






