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Generative AI stack by NVIDIA

NVIDIA NeMo

NVIDIA's full stack for in-house generative AI, with built-in guardrails.

01 What is it?

NVIDIA NeMo is the full stack for building and customising generative AI models, including foundation model training, fine-tuning, retrieval, and NeMo Guardrails for safety. NeMo is the natural choice when an enterprise wants to deploy and adapt models inside its own perimeter, on accelerated infrastructure.

02 Why implement it?

  • End-to-end stack from data curation to deployment
  • Native NeMo Guardrails for input, output and topic safety
  • Optimised for NVIDIA GPUs and accelerated infrastructure
  • On-premise and sovereign-cloud friendly
  • Integrates with Triton for high-throughput inference

03 How I help

I help teams deploy NeMo for in-house generative AI workloads, configure NeMo Guardrails to enforce safety policies, integrate with Triton for serving, and pass the security and regulatory review needed for regulated industries.

04 Expected deliverables

  • NeMo deployment architecture
  • NeMo Guardrails policy set
  • Triton integration plan for serving
  • Threat model and red-team report
  • Operational runbooks and monitoring
Ready to implement? Initial scoping call, typically 30 minutes, no commitment.
contact@jeremycanale.com