Octave Builds Multi-Tenant AI Foundation on Bedrock

On October 21, 2026, the AWS Machine Learning Blog published a first-hand article explaining how Octave built a secure multi-tenant AI foundation on Amazon Bedrock for Reliance, its quality management SaaS platform. The architecture uses a three-tier design, with the core approach being: using the Cohere Embed v4 model to create vector embeddings of approximately 2 billion documents, stored in tenant-isolated vector stores on Amazon OpenSearch Service to achieve data isolation and security between tenants. The article currently describes the architecture design and embedding approach; other details such as deployment specifics and operational results are not mentioned in the report.

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