A human approval workflow holds an AI agent’s proposal until a named person authorises that exact action. What the approver must see, how to bind the decision, and how to test rejection, expiry and replay.
A sovereign AI platform is one where your organisation controls the data location, the model route, the admin keys, the logs and the exit. Five controls to test before you sign.
You prove an AI control to an auditor by reproducing one governed action from records: the identity used, the sources read, the proposal, the approver and the source state afterwards.
Learn how to set up air gapped ai deployment step by step, from hardware prep to model installation, for secure offline AI systems in regulated environments
Follow our step-by-step self hosted ai cost comparison tutorial to calculate hardware, energy, and cloud costs for running AI models locally.
Learn the essentials of running LLMs on your own hardware, from choosing GPUs to optimizing models like Llama 3 and Mistral for local use
Learn how to meet data sovereignty requirements for AI with this step-by-step guide covering compliance, storage, and governance best practices in the US
Compare on premise ai vs cloud ai to find the right fit for your business needs, budget, security, and scalability in this step-by-step tutorial
Follow this private LLM deployment guide to set up Llama 3 or Mistral on your own servers with step-by-step instructions for full data control
Learn how to set up self hosted ai for business using Ollama and Docker in this step-by-step tutorial built for data privacy and full control
