AI & Holistic Management
A practical, grounded guide to using AI as one tool in the framework — written for practitioners, not engineers.
What this is
This guide grew out of a talk we gave to the Savory Hub Network in May 2026. We've adapted it here for anyone practicing Holistic Management — ranchers, land stewards, educators — whether or not you've ever used an AI tool.
It's not a sales pitch. AI is a tool, like fire or money or rest. A tool's impact comes from how it's used, within your holistic context. So this guide covers both sides: where these tools genuinely help, and the real costs and risks worth naming before you reach for them.
Why we engage with these tools
Montana Working Lands Project is a small, volunteer-led Savory Hub in Livingston, Montana. The land we work with is vast; the team is small. That equation — large land, small team — is what made us look hard at AI in the first place. We use it to get the predictable, repeating work off our plate so the humans get their time back for what actually matters: being on the land, training monitors, supporting producers.
This is our context, not a universal claim. Run it through your own.
What's in this guide
1. AI as a Tool in the Framework
Where AI lives in Holistic Management — one tool in the toolbox, not above it. The fire analogy.
Learn more →2. The Real Issues with AI
The real concerns: environmental cost, copyright, getting things wrong, atrophy, concentration of power.
Learn more →3. How LLMs Actually Work
What these tools really are — and why that explains both their strengths and their failures.
Learn more →4. Two Principles
Feed it context. Check its work. The two rules that govern every good use of the tool.
Learn more →5. This Guide Was Built This Way
A real, start-to-finish example of the workflow — voice memo to published page.
Learn more →6. Getting Started
Start with what already takes your time. The 30-day challenge, frustrations included.
Learn more →7. Where AI Can Help on the Land
Concrete places AI is showing up in holistic-management work — monitoring, grazing, context, planning.
Learn more →8. The Horizon
The barrier to building your own small tools is dropping fast. What that means for practitioners.
Learn more →9. The One Big Limitation
What AI can never replace: your contextual knowledge, your feel for the land, your whole-person judgment.
Learn more →Start at the beginning
The guide reads in order, but each chapter stands on its own. Begin wherever your question is.
1. AI as a Tool →