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How Octave built a secure multi-tenant AI foundation on Amazon Bedrock

AWS Machine Learning Blog · Oct 20, 2026 · Engineering Insights

Octave built a multi-tenant AI foundation on Bedrock that cut per-use-case deployment time 50%.

Octave embedded 2 billion regulated documents using Cohere Embed v4 on Amazon Bedrock, solving strict tenant isolation requirements across 14,000+ customers in medical, pharma, and food manufacturing. Rather than shipping individual AI features, they built a horizontal platform first, which halved deployment time for each subsequent use case. The architecture is notable as a replicable pattern for any SaaS platform where data value and isolation are both non-negotiable.

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