AWS Machine Learning Blog
7/20/2026

How Couchbase built a multi-model AI architecture for Capella iQ with Amazon Bedrock
Short summary
Couchbase adopted Amazon Bedrock to power Capella iQ using Anthropic's Claude family of models. The post covers their architectural decisions for a multi-model approach and the operational benefits realized in production. It serves as a case study for product teams building multi-model AI features.
- •Couchbase uses Amazon Bedrock with Claude models for Capella iQ
- •Covers multi-model architecture decisions and trade-offs
- •Details operational benefits achieved in production
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