How Octave built a secure multi-tenant AI foundation on Amazon Bedrock
- Who
- Octave
- What
- explained its secure multi-tenant AI foundation for Reliance, including the architecture and production Complaint Triage Assistant
- Quote
In this post, we walk through the four tensions that shaped the design and the three-layer foundation Octave built with Cohere Embed v4 on Amazon Bedrock.
What happened
Octave built a shared AI foundation for Reliance on Amazon Bedrock, combining per-tenant retrieval, isolated AgentCore sessions, and content screening to support regulated quality management workflows. Its production Complaint Triage Assistant uses Cohere Embed v4 and Anthropic Claude to assemble complaint histories and recommend priorities while leaving decisions to quality handlers. Octave reports 4–6 hours saved per investigation and a 50 percent reduction in deployment time per use case.
The story so far
Octave built a shared AI foundation for Reliance on Amazon Bedrock, with a Complaint Triage Assistant now in production to assemble complaint histories and recommend priorities while leaving decisions to quality handlers. Octave reports that the assistant saves 4–6 hours per investigation and that the shared foundation cuts deployment time per use case by 50 percent. The foundation supports regulated quality management workflows through per-tenant retrieval, isolated Amazon Bedrock AgentCore sessions, and content screening. The Complaint Triage Assistant uses Cohere Embed v4 and Anthropic Claude to help quality handlers review complaints.
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