Chapter 4 · AI & Holistic Management

Two Principles: Feed Context, Check the Work

Two rules govern every interaction with the tool. They thread through everything else.

Principle 1 — Feed AI Context

Good use: feed it your notes, transcripts, data, documents. Ask it to synthesize, summarize, reorganize, extract.

Bad use: asking it to invent novel content from nothing, or trusting it to know your situation when you haven't told it.

Cautionary tale

I once tried building a custom assistant loaded with Savory materials. It performed worse than the plain model — circular and non-committal. More context doesn't help if the context isn't right.

Principle 2 — Check AI Work

You would never take a transcribed doctor's visit and let AI auto-send the prescriptions. The same logic applies to land management.

The rule: every AI workflow includes a step where a knowledgeable human reviews the output before acting on it.

Pair them: feed it, then check it. That's the loop.