VDF.AI launches on-premise AI agent platform with multi-agent orchestration, private RAG, and LLM routing for regulated industries

Hacker NewsMay 29, 20262 min read
VDF.AI launches on-premise AI agent platform with multi-agent orchestration, private RAG, and LLM routing for regulated industries

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3 Key Points

  1. 1

    VDF.AI offers three core products: AI Agents (governed agent workspaces), AI Networks (multi-agent orchestration with 8-phase orchestrator and 14+ node types), and AI Chat (private RAG). All run entirely on-premise or in sovereign cloud, keeping prompts, documents, and embeddings inside your infrastructure.

  2. 2

    Smart LLM routing sends each request to the cheapest capable model — a 7B small language model for classification, mid-tier for summarisation, frontier models only for hard reasoning — typically cutting spend 40–60% versus single-model deployments and reducing energy draw by a similar factor.

  3. 3

    Governance captures immutable audit logs of every prompt, tool call, retrieval hit, and model response; applies role-based access to tools and knowledge sources; and supports approval gates inside workflows. This satisfies EU AI Act high-risk system controls, financial model risk management frameworks, and sector audits in finance, healthcare, and government.

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