BMW Group Delivers Generative AI-Based Cloud Optimization Assistant Using Amazon Bedrock
BMW Group, a global luxury vehicle manufacturer, faced the challenge of optimizing cloud infrastructure across 450+ DevOps teams and managing over 450 AWS accounts with business-critical applications. To increase operational efficiency and scale cloud governance, BMW Group developed the In-Console Cloud Assistant (ICCA), a generative AI conversational assistant powered by Amazon Bedrock. The ICCA understands natural language requests and helps DevOps teams monitor performance, identify bottlenecks, and optimize cloud resource usage. The solution leverages large language models accessed through Amazon Bedrock and is hosted securely within BMW's AWS Cloud Room environment, ensuring customer data is protected. The ICCA enables faster cloud governance scaling, cost reductions, accelerated time to market, and secure high-quality digital experiences for BMW's connected vehicle users worldwide.
- Organization
- BMW Group
- Industry
- Automotive
- Location
- Germany
- Published
- April 2026
Reported outcomes
Strategic outcomes
Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks
- Customer
- BMW Group
- Provider
- AWS
- Maturity
- Production
- Linked source
- AWS Customer Stories
To increase operational efficiency and scale cloud governance, BMW Group developed the In-Console Cloud Assistant (ICCA), a generative AI conversational assistant powered by Amazon Bedrock
Primary read
Use case focus
Showing 3 of 3
- 1Generative AI Assistant
- 2Cloud Optimization
- 3DevOps Support
- BMW Group needed to optimize and efficiently manage a complex cloud environment spanning hundreds of AWS accounts and DevOps teams.
- They sought an intelligent assistant to help monitor, analyze, and provide actionable insights for cloud infrastructure performance and optimization.
- BMW Group partnered with the AWS Generative AI Innovation Center to develop ICCA, an AI assistant using Amazon Bedrock to access multiple large language models.
- ICCA understands natural language and assists DevOps teams by providing conversational monitoring and optimization guidance.
- The AI solution is integrated within BMW's secure AWS Cloud Room environment, ensuring no data moves outside BMW's controlled cloud space.
- ICCA scaled BMW's cloud governance effectively across numerous teams and accounts, enabling faster decision-making and issue resolution.
- The solution reduced cloud operational costs and time to market for digital services.
- BMW Group maintained strong customer trust and security controls by keeping data within the AWS Cloud Room.
- BMW delivered secure, premium digital experiences to millions of connected vehicle users globally.
Architecture
The In-Console Cloud Assistant (ICCA) uses Amazon Bedrock to access large language models, delivering AI-powered conversational insights for cloud infrastructure. The solution operates within BMW's AWS Cloud Room environment to ensure data security and compliance.
Implementation partners1
Sources & evidence1
- Customer explicitly identified
- Deployment status explicitly supported
- Primary source available
- Technical implementation details available
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