Notes from the ground up
Insights
Better questions for soil and land technology. Read the blog for practical ways to assess a claim, a record, or a product name.
What DirtAI can honestly mean on a product page
A practical claim ladder for the promises and limits of AI in soil and land work.
Soil data practices that stay honest
How to collect, use, and communicate soil data with enough context to judge it.
Naming an earthwork AI product without fake precision
Choose product and feature names that hold up when a superintendent asks what they do.
Field sensors vs lab assays for dirt decisions
Match a recurring field question to the evidence that can actually answer it.