Local Private AI
Run frontier AI models on your own servers or private Australian cloud. Sensitive client data never leaves your direct control.
Built With
For businesses handling confidential client records, medical notes, or legal contracts, public cloud AI poses data sovereignty risks. Local Private AI deploys state-of-the-art models directly onto your own hardware or private cloud.
You get the reasoning power of frontier models like Llama 3.3 and DeepSeek R1 running completely offline, with zero external API calls and fixed compute costs.
Engineered for Real Melbourne Workflows
Discover how each component integrates seamlessly into your daily operations.
Sensitive records never leave your Melbourne office or private cloud. Full compliance with Australian Privacy Principles.
Eliminate unpredictable monthly API bills. Run unlimited inferences on fixed-cost local hardware.
Deploy on completely disconnected offline hardware with zero outbound internet access requirements.
How It Works in Practice
Step-by-step visibility into your AI integration and operational workflows.
Hardware Sizing & Security Audit
We assess your document volume and recommend optimal on-premise GPU workstations or private VPCs.
- Benchmark local inference speeds on RTX or Apple Silicon chips
- Audit physical security and network isolation perimeters
- Configure local operating systems with encrypted disk volumes
Local Model Serving Engine
We install high-performance local inference servers running Llama 3.3, Mistral, and DeepSeek models.
- Deploy high-throughput vLLM and Ollama serving engines
- Fine-tune models on local firm document templates and style guides
- Configure local tokenizers for Australian legal and clinical terms
Air-Gapped Semantic Search
We build an encrypted on-premise semantic search engine that indexes local files without cloud calls.
- Local vector database installation with Qdrant or SQLite
- Real-time document ingestion for PDFs, Word files, and emails
- Strict permission boundaries matching existing Windows network shares
Offline Handover & Verification
We connect fast desktop and web interfaces so staff can query internal records instantly.
- Install clean browser and desktop client interfaces for all staff
- Conduct staff training on local querying and citation verification
- Deliver full operational handover and offline backup documentation
Technical Architecture & Security
Enterprise performance with Melbourne privacy standards.
Deployment Pattern
Air-Gapped On-Premise AI Architecture
Core Components
- Llama 3.3 / DeepSeek R1 / Mistral Large 2
- vLLM / Ollama Local Inference Engine
- Self-Hosted Qdrant Vector Database
- Local Air-Gapped Network Enclave
Security & Privacy
100% offline execution capability, zero external telemetry, and AES-256 encrypted local storage.
Curious about Local Private AI?
Answers to common questions about implementing Local Private AI.
Speak with a Melbourne AI Engineer
Share your business details to explore how Local Private AI fits your current workflows.