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Run open weight models on Amazon Bedrock in AWS European Sovereign Cloud

September 17, 2026 · AWS Security · Severity: MEDIUM

European organizations can run AI workloads on Amazon Web Services (AWS) while keeping data within the European Union (EU) and meeting regulatory requirements. You can now run generative AI workloads on open weight models on Amazon Bedrock in the AWS European Sovereign Cloud . We’re excited to announce the general availability of the first open weight model family, Gemma 4 , on the Amazon Bedrock next-generation inference engine in the AWS European Sovereign Cloud. Gemma 4, released under the Apache 2.0 license , on Amazon Bedrock benefits from the same data residency and operational controls that define the AWS European Sovereign Cloud so you can build, iterate, and scale generative AI applications while meeting digital sovereignty requirements. The AWS European Sovereign Cloud is an independent cloud for Europe, located entirely within the EU, designed to help customers meet their most stringent digital sovereignty requirements.

European organizations can run AI workloads on Amazon Web Services (AWS) while keeping data within the European Union (EU) and meeting regulatory requirements. You can now run generative AI workloads on open weight models on Amazon Bedrock in the AWS European Sovereign Cloud. We’re excited to announce the general availability of the first open weight model family, Gemma 4, on the Amazon Bedrock next-generation inference engine in the AWS European Sovereign Cloud. Gemma 4, released under the Apache 2.0 license, on Amazon Bedrock benefits from the same data residency and operational controls that define the AWS European Sovereign Cloud so you can build, iterate, and scale generative AI applications while meeting digital sovereignty requirements.

The AWS European Sovereign Cloud is an independent cloud for Europe, located entirely within the EU, designed to help customers meet their most stringent digital sovereignty requirements. It runs entirely within the EU and is independently operated with strong technical controls, sovereign assurances and legal protections. Only AWS employees who reside in the EU control day-to-day operations, including access to data centers, technical support, and customer service.

In this post, we explain how the Amazon Bedrock inference engine protects your inference data when running Gemma 4 models, how the AWS European Sovereign Cloud keeps it within the EU, and then walk through the available Gemma 4 models and your first inference request.

Next generation inference engine for Amazon Bedrock

The inference engine is a distributed engine for serving large-scale machine learning models, built for high performance, reliability, and security. You reach it through the bedrock-mantle endpoint, which supports OpenAI-compatible APIs (the Responses and Chat Completions APIs). You can bring an existing OpenAI SDK codebase to Amazon Bedrock by changing only the base URL and API key. The Responses API supports stateful conversation management, which rebuilds context without you passing conversation history with each request. Stored responses are scoped by Amazon Bedrock project, a logical boundary that represents a workload for access control, cost tracking, and usage monitoring.

The engine applies the same operational security practices you rely on across AWS. Access follows a least privilege model, where each operator has access only to the systems a specific task requires, and only for the time that privilege is needed. Any access to systems that store or process customer data or metadata is logged, monitored for anomalies, and audited. All your prompts and responses are kept private during inference.

How your inference data is protected

Amazon Bedrock uses a zero operator access data security model, meaning no service operators can access model input or output during inference. It also uses a zero data retention model, so by default it doesn’t store your inputs or outputs. For certain models, limited retention might apply for abuse detection (see the Amazon Bedrock abuse detection documentation). Your prompts and responses are encrypted in transit and, by default, are not shared with the model provider.

All inference stays within the eusc-de-east-1 AWS Region as described in the following section on data residency. Combined with the data residency and EU-based operations of the AWS European Sovereign Cloud, this gives organizations in highly regulated industries the confidence to run their most sensitive AI workloads in the cloud.

Data residency and regional availability

The AWS European Sovereign Cloud became generally available in January 2026, with its first Region in Brandenburg, Germany (eusc-de-east-1). It’s a separate, independently operated cloud, with infrastructure located entirely within the EU and no critical dependencies on non-EU personnel or infrastructure. All your content remains within the Region you select unless you choose otherwise. Beyond content, customer-created metadata including roles, permissions, resource labels, and configurations also stays within the EU. The AWS European Sovereign Cloud is operated exclusively by EU residents located in the EU. We’re also gradually transitioning the AWS European Sovereign Cloud to be operated exclusively by EU citizens located in the EU. During this transition period we will continue to work with a blended team of EU residents and EU citizens located in the EU.

All Amazon Bedrock inference requests, including Gemma 4, use in-Region inference in eusc-de-east-1, which keeps every request within the AWS European Sovereign Cloud. Global cross-Region inference, which routes requests across commercial AWS Regions worldwide, isn’t available in the AWS European Sovereign Cloud.

Control over who can access your data

With AWS Identity and Access Management (IAM), you decide which principals in your account can call the inference API and which models they can use. Fine-grained permissions let you grant only the access each workload needs, following least privilege, and we recommend short-lived credentials over long-term keys.

For auditing, every call to the endpoint is recorded in AWS CloudTrail, giving your security and compliance teams an audit trail of who invoked inference and when. You can also monitor usage with Amazon CloudWatch and set alarms on patterns that matter to you, such as unexpected spikes in request volume.

Open weight models in the AWS European Sovereign Cloud

Organizations adopting open weight foundation models (FMs) for production face a constant challenge: how to access the leading models without compromising on data protection, regulatory alignment, or operational control. Amazon Bedrock removes that challenge. It gives you leading open weight FMs through a fully managed service, with inference running entirely on infrastructure operated by AWS and the security and privacy controls you expect from Amazon Bedrock. Because the models are open weight, you can independently evaluate the model architecture and training methodology, benchmark your own workloads, and fine-tune on proprietary data when customization is required.

Gemma 4 is a family of open weight models, released under the Apache 2.0 license. It’s available in three instruction-tuned variants, so you can evaluate and choose the model that fits your workload. The following table provides guidance on which model to choose based on your use case:

Model

Use case

Specifications

Gemma 4 31B (google.gemma-4-31b-it)

Reasoning-heavy or coding-heavy with a single dense model

30.7 billion parameter dense model with a 256 K token context window

Gemma 4 26B-A4B (google.gemma-4-26b-a4b-it)

Cost-sensitive at high throughput, with knowledge

Key Takeaways

  • Run open-weight models on Amazon Bedrock in the AWS European Sovereign Cloud, enabling EU customers to deploy AI workloads with data residency guarantees within European borders.
  • The offering addresses European data sovereignty requirements by ensuring AI model inference and training data remain within the AWS European Sovereign Cloud partition.
  • Organizations with strict data residency requirements in the EU can leverage Bedrock's sovereign cloud capability to comply with GDPR and other regional data protection regulations.
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