Neuronwise Labs.
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Technology Primitives.

What powers Nucleus products under the hood.

Models

  • Llama 3 (Local)
  • Anthropic Claude 3.5
  • Mistral Small

Orchestration

  • LangGraph
  • Goose MCP
  • Autogen

Infrastructure

  • Kubernetes Edge
  • On-Premise Inference
  • Vector DB Pipelines

Rigorous Validation.

Every Nucleus product ships with deterministic state logging. We do not deploy systems that cannot be mathematically audited.

Before any autonomous loop is closed, human-in-the-loop interfaces collect active learning metrics. Only when statistical drift converges to zero does full autonomy activate.

Engineering Logs.

Architecture

Why Nucleus Retrieval outperforms generic RAG in narrow enterprise domains

Orchestration

Scaling the Orchestrator to 10k concurrent agent sessions safely

Hardware

Benchmarking Nucleus Edge vs managed cloud inference at the margin