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Build a semantic layer for agentic AI on AWS with Denodo and Amazon Bedrock AgentCore
AWS, in collaboration with Denodo and Amazon Bedrock AgentCore, has developed a governed semantic layer for agentic AI. This layer federates data from Amazon Aurora, Amazon Redshift, and an on-premises PostgreSQL database into a unified customer 360 view, enabling queries via VQL with identity propagation and access control.
- Amazon Bedrock

How Octave built a secure multi-tenant AI foundation on Amazon Bedrock
Octave has built a secure, multi-tenant AI foundation on Amazon Bedrock, utilizing Cohere Embed v4 for embeddings and Amazon Bedrock AgentCore for isolated agent execution. This setup supports a Complaint Triage Assistant that searches 2 billion regulated documents without crossing tenant boundaries.
- Advanced (300)

How Eon built multi-cloud investigation with an MCP Gateway on Amazon Bedrock AgentCore
Eon has implemented a unified Amazon Bedrock AgentCore gateway to replace per-tool credentials and local MCP processes across AWS, GCP, and Azure. This has streamlined production investigation access for over 100 developers and reduced new engineer onboarding time from two days to two minutes.
- AI in practice

Deepseek open-sources the inference engine that powers its fastest and cheapest AI model
Deepseek has open-sourced DeepInfer, the inference framework behind its fast V4.1-Flash model. This vLLM-based system reduces compute costs and energy use, increasing pricing pressure on Western AI providers like OpenAI and Anthropic.
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