Blog - Private AI Insights & Guides | AIRGAP LLM
Expert insights on private AI deployment, secure document search, and local LLM systems for sensitive organisations in Australia.
What is Local LLM Deployment? A Guide for Australian Organisations
A comprehensive guide to local LLM deployment for Australian organisations. Learn how private AI keeps sensitive data within your controlled environment while delivering enterprise-grade AI capabilities.
Why Melbourne Law Firms Are Moving to Private AI Systems
Melbourne law firms are adopting private AI to protect legal privilege while gaining productivity benefits. Learn how local LLM deployment addresses data handling concerns for Australian legal practices.
How Lawyers Can Use the Hermes Agent for Day-to-Day Legal Work
The NousResearch Hermes Agent paired with Google DeepMind's Gemma 4 runs entirely on local hardware, giving law firms an AI assistant that never sends privileged data to external servers. Here is how lawyers can use it for contract review, case research, drafting, and compliance.
Cloud AI vs Local LLM: A Privacy Comparison for Australian Businesses
Compare cloud AI services (ChatGPT, Copilot) with local LLM deployment for Australian businesses. Understand the privacy, compliance, and data handling differences.
OpenClaw vs Hermes Agent: Running Both Locally on a Mac Mini
A practical comparison of OpenClaw and the Hermes Agent running locally on a Mac Mini with 32GB RAM, both powered by Google DeepMind's Gemma 4. Which AI agent is better for what, and how do they differ in architecture, capabilities, and real-world use cases?
Local AI for Accountants: Why Your Firm Should Control Where Client Data Goes
Accounting firms handle some of the most sensitive financial data in any profession. Local AI powered by the Hermes Agent and Gemma 4 lets firms use AI without sending client information to external servers.
What Hardware Do You Need to Run AI Locally? A Practical Guide for IT Teams
VRAM is the single most important factor in local AI performance. This guide breaks down what IT decision-makers at mid-size firms need to know about hardware for running Gemma 4, Ollama, and the Hermes Agent on-site.
Private LLM Deployment in Australia: A Decision Maker's Guide for 2026
Should your organisation deploy a private LLM? A guide for Australian leaders evaluating cost, risk, compliance, and return on investment for on-premises AI.
Sovereign AI in Australia: Why Data Residency Matters for LLMs
Why Australian organisations need sovereign AI with local data residency. Covers Privacy Act APP 8, IRAP, ASD Essential 8, and on-premises LLM deployment.
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