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Enterprise Blueprints

QGI deployment templates

We don't build every vertical from scratch. The QGI Enterprise Factory forks NVIDIA AI Blueprints, CUDA-Q, SGLang, and MCP ecosystem bases, then wires them to Q-Prime and the QAG Engine — so the end integration is deterministic, auditable, and decision-grade.

Browse all repos on GitHub → See Documents QAG Propose an integration

How a blueprint ships

  1. 1 Fork the base. NVIDIA AI Blueprint or open-source ecosystem project lands in the Enterprise Factory GitHub org.
  2. 2 Swap classical embeddings for Q-Prime. Retrieval becomes quantum-structured; polarity, scope, and dependencies survive the pipeline.
  3. 3 Route reasoning through the QAG Engine. The seven HSC signals surface conflicts and coverage gaps before generation.
  4. 4 Ship audit surface. Every integration exposes the replay tooling, signal-level dashboards, and governance artifacts the enterprise needs.
Integration catalog

Production bases, mixed with QGI quantum tech

These are the 12 integrations currently in the Enterprise Factory. Each one is a forked production-grade base, wired to Q-Prime and the QAG Engine so the end system is deterministic and defensible.

GitHub org
Active — wired to Q-Prime / QAG, production-ready Preview — internal pilot / early evaluation Enterprise — custom engagement only
NVIDIA AI Blueprint
Active

Documents QAG

NVIDIA's reference retrieval blueprint, forked into the Enterprise Factory and reshipped as Documents QAG — wired to Q-Prime so contradictions in policy, contract, and regulatory corpora surface as structured signals before generation. Classical RAG becomes deterministic QAG.

QAG Q-Prime Compliance +2
NVIDIA-AI-Blueprints/rag Deep dive
NVIDIA AI Blueprint
Active

Video Search & Summarization

Ingest massive volumes of live or archived video and extract insights for summarization and interactive Q&A. QGI pass adds QAG reasoning for cross-clip contradiction detection and timeline-consistent recall.

Video Agents QAG +2
NVIDIA-AI-Blueprints/video-search-and-summarization View repo
NVIDIA AI Blueprint · aiq
Active

AI-Q Reasoning Agents

Reference implementation for intelligent agents that connect to enterprise data, reason with SOTA models, and deliver trusted insights. QGI swaps classical embeddings for Q-Prime so every step is deterministic and auditable.

Agents Q-Prime Enterprise +3
NVIDIA-AI-Blueprints/aiq View repo
NVIDIA AI Blueprint
Preview

Retail Agentic Commerce

Reference implementation of the Agentic Commerce Protocol (ACP) and Universal Commerce Protocol (UCP) — AI-powered checkout negotiation with merchant control preserved. Q-Prime validates policy compliance at each step.

Commerce ACP Agents +2
NVIDIA-AI-Blueprints/Retail-Agentic-Commerce View repo
NVIDIA AI Blueprint
Preview

Retail Catalog Enrichment

GenAI-powered catalog enrichment that transforms basic product images into comprehensive catalog entries. Q-Prime enforces attribute consistency and flags category-level conflicts at scale.

Retail Multimodal Q-Prime +1
NVIDIA-AI-Blueprints/Retail-Catalog-Enrichment View repo
NVIDIA AI Blueprint
Preview

Multi-Agent Intelligent Warehouse

Multi-agent logistics and warehouse coordination. QAG's conflict signals resolve scheduling contradictions across agents before they execute, turning agent swarms into auditable decision chains.

Agents Logistics QAG +1
NVIDIA-AI-Blueprints/Multi-Agent-Intelligent-Warehouse View repo
NVIDIA AI Blueprint
Active

Content Localization

Localize and translate media with lip-synced dubbing across multiple speakers. QGI layer enforces regulatory-text equivalence so translated compliance and legal copy preserves meaning, not just words.

Multilingual Media Compliance +1
NVIDIA-AI-Blueprints/content-localization View repo
NVIDIA · BioNeMo
Enterprise

BioNeMo Framework

Foundation for building and adapting AI models for drug discovery at scale. QGI adds quantum-structured representation for molecule-property reasoning and clinical-rule compliance across pipelines.

Life Sciences Discovery Quantum +2
NVIDIA/bionemo-framework View repo
NVIDIA · Earth2Studio
Preview

Climate AI Workflows

Open-source deep-learning framework for exploring, building, and deploying AI weather and climate workflows. Q-Prime adds regulation-aware scenario reasoning for ESG disclosure and catastrophe insurance.

Climate ESG Research +1
NVIDIA/earth2studio View repo
SGLang · custom fork
Active

QGI Inference Engine

A high-performance serving framework for LLMs and multimodal models — QGI's fork of SGLang, tuned for Q-Prime workloads and CUDA-Q co-execution on commodity GPUs.

Inference SGLang CUDA-Q +1
sgl-project/sglang View repo
NVIDIA · CUDA-Q
Active

QGI cudaqx

Accelerated libraries for quantum-classical computing built on CUDA-Q — the substrate QAG runs on for interactive latency on compliance-scale corpora without requiring quantum hardware.

CUDA-Q Quantum Infra
NVIDIA/cudaqx View repo
MCP · open source
Active

Google Flights MCP

Travel-search MCP server and Python library. Wired into QGI agents as a tool layer so Q-Prime can reason about policy constraints (duty of care, class-of-service, carbon budget) at booking time.

MCP Agents Tooling +1
SamSammane/fli View repo
Anchor blueprint

Documents QAG — classical RAG, remade deterministic

The NVIDIA RAG reference blueprint is the most-cloned enterprise retrieval starter in the industry. We took that base, forked it into the Enterprise Factory, swapped the embedding layer for Q-Prime, and routed generation through the QAG Engine — turning a probabilistic retrieval pipeline into a deterministic one.

See Documents QAG →

Classical NVIDIA RAG

Vector similarity → generator

Retrieval collapses polarity and scope into a similarity score. Contradictions between policies are silently averaged.

Documents QAG

Q-Prime encoding → HSC signals → QAG Engine

Conflicts between overlays, policies, and contract clauses surface as explicit Conflict signals before the generator speaks.

Frequently asked

Questions teams ask about the Enterprise Factory.

What are QGI Enterprise Blueprints?
Enterprise Blueprints are production-grade reference implementations of common regulated workflows — document QAG, agent chains, policy intake, investigator workflows. The QGI Enterprise Factory takes a well-known base (most often an NVIDIA AI Blueprint, but also CUDA-Q kernels, SGLang serving configs, or MCP-ecosystem integrations), forks it, swaps the embedding layer for Q-Prime, routes generation through the QAG Engine, and returns an integration that is deterministic, auditable, and decision-grade out of the box.
How is a QGI Blueprint different from a raw NVIDIA AI Blueprint?
An NVIDIA AI Blueprint is a well-engineered starting point but still probabilistic at its core — retrieval is vector similarity, generation is a general-purpose LLM, polarity and scope collapse into a similarity score, contradictions between overlays and policies are silently averaged. A QGI Blueprint preserves the same runtime efficiency and NVIDIA infrastructure, but the reasoning layer is rebuilt: Q-Prime replaces the embedding model, the QAG Engine replaces retrieval with Quantum-Augmented Generation, and the seven HSC signals control generation. The end integration can be replayed and signed.
Is this a fork I can deploy into my own environment?
Yes. Blueprints ship as a reference repo you can deploy into a customer VPC, on-premise, or managed by QGI. The Q-Prime encoder and QAG Engine client are the boundary — everything upstream is your data, your environment, your governance. Compliance and security reviews of the fork are part of the standard engagement path.
What if my vertical isn't on the blueprints list?
Bring us the base. The Enterprise Factory is designed to take in external blueprints — NVIDIA AI Blueprints beyond our current set, MCP-ecosystem integrations, open-source patterns — and ship them back out mixed with Q-Prime and QAG for your regulated workflow. Propose an integration through the contact form.
How does licensing work across the blueprint and the underlying bases?
We preserve the license of each upstream base (NVIDIA, open-source, vendor-specific). The QGI additions — the Q-Prime encoder integration, the QAG Engine client, the HSC signal orchestration — are licensed separately under a QGI enterprise agreement. Mixed-license situations are resolved in the engagement paperwork before the first line of code is forked.

Don't see your vertical?

We take blueprints in through the Enterprise Factory and ship them out decision-grade. Bring us the base — NVIDIA, MCP, open-source — and we'll mix it with Q-Prime and QAG for your regulated workflow.

Propose an integration →
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