CoreWeave Launches Forge, Pushing Beyond GPU Rental Into Enterprise AI Software

CoreWeave unveiled CoreWeave Forge on 30 September at its Fully Connected event in San Francisco, according to Data Center Knowledge. The platform lets organizations develop, run and continuously improve AI models and agents. It is available now in Free, Pro and Enterprise editions.

It is a direct move by a company best known for renting Nvidia graphics processors by the hour into the software layer where the larger cloud providers already compete.

"We have moved from a focus on being the best provider for AI-centric infrastructure to delivering a plethora of AI services to enable customers to build AI applications on our platform," said Corey Sanders, CoreWeave's senior vice president of product management, at a media briefing during the event. That quote comes from Data Center Knowledge's write-up of the launch.

Forge unifies existing CoreWeave products with new software into a stack covering training, inference, evaluation, observability and agent development. The company describes the design around an "AI loop": deploying models and agents, observing and evaluating them, and using the results to drive continuous improvement. Launch components include CoreWeave Notebooks, managed Python notebooks that run in the same environment as production workloads. They also include CoreWeave Agent Lens, an observability and continuous improvement tool for production agents that analyses traces and generates insights, and RL Rollouts, a new inference-related reinforcement learning feature.

Hardware attached to the announcement

The software launch came bundled with hardware news. CoreWeave said it is in the early phases of making Nvidia's Vera CPU for AI agents available to customers, with some early access underway and broader testing to follow in the coming weeks, Sanders said. The company also said the Nvidia Vera Rubin NVL72 is now available on its cloud platform, and that AI startup Cognition is the first customer to run workloads on the AI hardware platform, up and running in two days.

A partner network will provide validated integrations with ecosystem vendors. Early partners include VAST Data, CrowdStrike and ClickHouse, according to Data Center Knowledge. CoreWeave is also targeting enterprises that want a more complete stack rather than assembling one themselves.

IDC analyst Dave McCarthy framed the launch as a competitive necessity. "CoreWeave has recognized that it's great to get these big AI labs, but if they're going to build a long-term sustainable business, then they need to be able to appeal to a wider audience, including enterprises," McCarthy said. "That requires a bigger ecosystem of software. It requires more capabilities, things that feel more turnkey and less like a DIY project." He added that the company is not letting up on hardware: "They're not just trying to win on the software with Forge. They're continuing to invest in Nvidia hardware, especially those Vera CPUs."

That is the strategic argument in one paragraph. Whether enterprises buy it is another matter, because the same buyers are being courted by every hyperscaler with an AI story.

Where the enterprise demand is going

Enterprise infrastructure spending is shifting in ways that help CoreWeave's pitch and complicate it at the same time. A growing share of enterprises are choosing colocation data centers to host AI inference computing, because inference performs best at higher cabinet densities than most legacy corporate data centers support, according to Data Center Knowledge's 21 September analysis. Modern colocation facilities support 35 kW cabinets with air cooling and 70 to 150 kW cabinets using optional liquid cooling, the same piece notes.

The same analysis cites Foundry's 2026 Cloud Computing Study finding that 74% of enterprises accelerated cloud migrations last year. It also cites VMware's Private Cloud Outlook 2026 indicating that 83% of enterprises have completed or are planning to repatriate workloads from the public cloud, driven by security, cost, compliance and performance concerns. That is a market moving in two directions at once: more cloud, and more taking it back.

CoreWeave's answer is to sell the software layer that sits above whatever infrastructure the customer picks. Forge is not the only enterprise software deal in the news. On 30 September, Databricks agreed to acquire Neon in a deal valued at $1 billion to boost its AI-driven database business, according to TechRepublic. On 1 October, Salesforce agreed to buy Sweden-founded Listen Labs in a $2 billion AI deal, per Dealroom, and HCLSoftware moved to acquire Croatian automation vendor Robotiq.ai for €9 million, reported by connectingregion.com and The Recursive. Bolt.new made its first acquisition, buying AI agent startup Dokai, Dealroom reported on 29 September.

The pattern across those deals and CoreWeave's launch is the same. Infrastructure vendors are buying or building the software layer because the raw compute business is becoming a commodity.

There is one more piece of context worth stating plainly. CoreWeave's Forge announcement is a product launch, not a signed enterprise contract with a named customer, apart from Cognition on the hardware side. The company has not disclosed pricing for the Pro and Enterprise editions, and the dossier does not contain revenue figures for the new platform. Treat the launch as a strategic signal, not as evidence that enterprise adoption has already happened.

Other enterprise deals in the same week

The wider enterprise software market had a busy few days. Nokia completed the sale of its Fixed Wireless Access business to Inseego, which expects revenue to roughly double as a result, according to Stock Titan on 1 October. Zhone Technologies acquired Tellabs Access to expand its fiber networking portfolio, citybiz reported on 1 October. AT&T expanded a multi-year fiber purchase agreement with Corning valued at more than $1 billion, including Corning's Evolv connectivity products, Light Reading reported on 29 September.

On the telecom side, Rightfiber completed its acquisition of Fastwyre Broadband's Nebraska business on 1 October, following the merger of Great Plains Communications and Ritter Communications, Light Reading reported. Rightfiber says it serves customers across 20 states with more than 28,000 route miles of fiber and over 300,000 fiber-to-the-home passings.

For enterprise buyers watching the AI stack, the practical question is whether a GPU provider can ship software that competes with the tooling already bundled into AWS, Google Cloud and Microsoft Azure. CoreWeave's answer, as of 30 September, is Forge. The market's answer is not in yet.