Google Cloud will add OpenAI’s latest AI models to its Model Garden platform, allowing enterprise customers to access them through Google Cloud’s existing infrastructure, governance controls and commercial agreements.
The companies announced the arrangement on October 21. The initial lineup includes GPT-Astra, GPT-6.1 Sol and GPT-6 Luna. According to Google Cloud’s announcement, the models are rolling out in private preview to selected enterprise customers, with broader access planned in the coming weeks.
Customers will be able to purchase usage through Google Cloud Marketplace and apply existing cloud spending commitments. The integration adds OpenAI models to a platform that already offers more than 200 models from Google, third-party developers and open-model providers.
Enterprise access and controls
The arrangement is aimed at companies developing AI agents and other production workloads that need to compare models by capability, price and response time. Google Cloud says customers can select among models without establishing a separate procurement arrangement for every provider.
It also plans to support local Codex command-line and desktop workflows through the cloud platform. Further integrations with Gemini for business and Google Antigravity are forthcoming, the companies said.
Google Cloud said its access controls, centralized audit logging and network boundaries will apply to OpenAI workloads deployed through the service. It said customer prompts and outputs would remain within designated data perimeters and would not be used to train foundation models. Zero Data Retention options and Confidential Compute support are planned rather than generally available at launch.
Those distinctions will be relevant for enterprises deciding whether a preview release meets their regulatory and internal security requirements. Organizations will still need to assess regional service availability, the treatment of sensitive information and the contractual scope of the available controls.
Cloud AI competition widens
By adding OpenAI models alongside its own Gemini family and other providers, Google Cloud is positioning Model Garden as a place for businesses to manage different AI workloads on one platform. The companies have not disclosed customer uptake, regional rollout dates or pricing for each model in this announcement.
The partnership gives organizations another route to OpenAI models at a time when technology buyers are weighing the cost of deploying AI agents, the need for model flexibility and the difficulty of governing automated access to company systems.
Read the companies’ OpenAI announcement for additional integration details.
Blueprint Alliance formed by Okta, AWS, Google Cloud and others for AI-agent security