Stage 1: Explore

Resources for Individuals

The typical AI journey, and how to shortcut it.

The Problem

You've subscribed to a dozen AI tools. They're all built on the same foundations, and none of them know how you work.

What you're actually paying for when you buy AI software. See through the marketing.

The hidden costs of off-the-shelf AI tools and the compound advantage of custom systems.

Small language models now run on your laptop. No cloud fees. No API costs. Your machine, your data, your intelligence.

Claude Code, n8n, MCP, Vector Databases. Understand the core components behind every AI system.

The actual first steps. What to install, what to try, how to begin without getting overwhelmed.

Your Digital Shadow: a personalised AI system that evolves with you. Own it, control it, build on it.

A personalised AI system that knows how you work. Own it, evolve it, control it.

These resources explain the what and why. When you're ready for the how, let's talk.