AI in Agriculture: What's Real, What's Hype
A field-level breakdown of what AI tools are actually delivering for farmers right now, and what is still vendor noise. No fluff, just signal.
Read →Practical ag intel for people making real farm decisions.
Dirt & Data covers AI, market data, farm policy, and the numbers behind it all — written for operators and ag teams who need to act, not just read.
Latest Issues
2026 Farm Tax Changes: What Your CPA Might Not Tell You
100% bonus depreciation back permanently. Estate tax exemption $15M/person. QBI deduction permanent. Full breakdown with a pre-April 15 checklist.
Read →Free Farm Tools
Built for quick decisions in the field or at the kitchen table. No signup required.
Spray Calculator
Calculate mix rates, cost per acre, and total chemical needed for any field size.
Open Tool →Break-Even Calculator
Find your break-even price and yield for corn and soybeans based on your real input costs.
Open Tool →Cash Flow Planner
Map out monthly farm cash flow — income, expenses, operating loans — through the season.
Open Tool →Land Value Calculator
Evaluate land purchases: cap rate, cash-on-cash return, and break-even rent per acre.
Open Tool →Manifesto
- Start with field reality, then layer in data and software claims.
- Show operating costs, labor impact, and margin effects whenever possible.
- Separate proven workflows from vendor deck language.
- Write so a producer can act, not just nod.
About Dirt & Data
Dirt & Data is an independent publication focused on applied AI in production agriculture. We publish clear, practical breakdowns for operators and ag teams deciding what to test, what to buy, and what to ignore.
The tone is simple: county extension rigor with market-level discipline. Join us on X for issue drops and snippets.
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Daily ag data, market reactions, and field-level takes. No fluff, no vendor hype. Just numbers that matter to your operation.
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