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AIChatshoppie – Sovereign AI Infrastructure

Sovereign AI Infrastructure & Deep Tech Architecture

  

  AIChatshoppie is evolving into a sovereign, cloud-native AI backbone that enables Australia to run its own Large Language Models (LLMs), multi-agent systems, and real-time analytics — without reliance on foreign cloud providers or external GPU platforms. 


 Our platform is engineered around a three-layer architecture: 

Infrastructure Layer – Self-owned compute, storage, orchestration 

Model Layer – Fine-tuned LLMs, embeddings, vector indices, RAG 

Agentic Layer – Real-time event discovery, pricing intelligence, venue analytics, and automation


 This deep-tech foundation powers scalable, enterprise-grade AI for ticketing, live events, retail, and customer-experience platforms worldwide. 


Why Sovereign Infrastructure

  Most AI systems depend heavily on external cloud providers. 


AIChatshoppie is building an independent alternative that offers:

Complete control of GPU infrastructure 

Predictable costs without per-hour cloud billing 

End-to-end data ownership and security 

Open-source, fully self-hostable components 

Export-ready AI models and agentic applications

 

This enables organisations to deploy Generative AI with lower cost, higher performance, and full transparency.

Deep Tech Architecture Overview

Compute & Orchestration

Compute & Orchestration

Compute & Orchestration

  • Bare-metal GPU servers (A100, L40S, A6000, RTX 4090) 
  • Kubernetes orchestration (RKE2 / Talos / kubeadm) 
  • GPU Operators for NVIDIA or AMD

Storage & Data Layer

Compute & Orchestration

Compute & Orchestration

  • Rook-Ceph (block, shared FS, S3-compatible) 
  • MinIO for lightweight S3 storage 
  • PostgreSQL + pgvector 
  • Qdrant / FAISS for vector search 
  • RAG pipelines for domain-specific grounding

Networking & Security

Compute & Orchestration

Networking & Security

  • MetalLB + Traefik / NGINX 
  • Keycloak for identity 
  • Vault for secrets and encryption

Model Serving

DevOps & Observability

Networking & Security

  •  vLLM 
  • Triton Inference Server 
  • Fine-tuned LLMs optimised for event and ticketing intelligence

DevOps & Observability

DevOps & Observability

DevOps & Observability

  • Jenkins / Argo CD 
  • Prometheus / Grafana / Loki / Tempo

NVIDIA Compatibility (Optional but Supported)

  

AIChatshoppie operates independently of GPU cloud providers but remains fully optimized for the NVIDIA ecosystem, including:


TensorRT-LLM 

CUDA 

NeMo 

Hardware acceleration for A100 / L40S 


Partnerships through NVIDIA Inception and channel partners provide:


Hardware optimisation 

Engineering guidance 

Co-branding opportunities
 

But all hardware remains owned and operated by AIChatshoppie.

Sovereign-First Deployment Model

    Our infrastructure is built on a sovereign-first architecture: 


         Primary Compute (Core System – 100% Owned)   

 

All day-to-day AI workloads run on:


Your own racks 

Your own GPUs 

Your own Kubernetes platform 

Your own inference stack
 

This guarantees sovereignty, cost control and data residency.


  Elastic Capacity Layer (AIChatshoppie-Managed Overflow) 

 

 During rare, extreme surges — major on-sales, festival drops, viral demand — AIChatshoppie will automatically activate an internal elastic capacity layer to maintain real-time performance. 

 

Commercial & Global Advantage

Owning the full stack unlocks


Lowest-cost LLM inference in the region 

Enterprise-grade hosting for ticketing & venue platforms 

Export-ready LLM APIs and agentic systems

Multi-layer revenue across infrastructure, models, and AI applications 

Faster deployment cycles without cloud dependency

Three-Layer Revenue Model

Layer 1 — Infrastructure Cloud

GPU hosting • inference • compute usage  • private deployments 

Layer 2 — Model Cloud

LLM APIs • embeddings • fine-tuning • domain-specific models

Layer 3 — Agentic Applications

Discovery agents • pricing agents • venue intelligence • 3D seat models • real-time automation

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💱 Currency: All pricing displayed in AUD. USD/EUR pricing available upon request. 🏛️ Government, non-profit and council discounts available.

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