On-Premises AI Systems
Local LLM serving with vLLM and llama.cpp, retrieval over your own documents, per-role access controls. Data stays inside your network by design — no cloud egress, no third-party processing.
Neutrino Labs LLC · Engineering & Security
We design and operate AI and blockchain systems for organizations that cannot afford to compromise: on-premises model serving, production fine-tuning pipelines, smart contract security, and adversarial testing.
Services
Local LLM serving with vLLM and llama.cpp, retrieval over your own documents, per-role access controls. Data stays inside your network by design — no cloud egress, no third-party processing.
Open-weight models fine-tuned on your domain — contracts, clinical notes, invoices — with evaluation, monitoring, and lifecycle management for production deployments.
Audits and continuous review for EVM, Solana, CosmWasm, and Move. Multi-agent analysis pipelines backed by manual adversarial review of critical code paths.
Offensive security assessment of applications, infrastructure, and AI systems: threat modeling, penetration testing, and adversarial evaluation of LLM-integrated products.
Expertise
Benchmarks
A 35B open-weight model under continuous batching on desktop-class hardware. We publish the methodology and the numbers — the same rigor we apply to client deployments.
Contact
Describe your infrastructure and security objectives. We respond within two business days.
Prefer email? hello@neutrinolabs.dev