i-Agri Precision farming insights for the modern grower

i-Agri

Precision farming insights for the modern grower

Latest Articles

Two O'Clock in the Morning and the Machine Is Still Going: Inside the Unmanaged Hours of Automated Farming
Precision Agriculture

Two O'Clock in the Morning and the Machine Is Still Going: Inside the Unmanaged Hours of Automated Farming

Autosteer promised to give growers their evenings back, but someone still has to be awake when the planter keeps rolling at 2 AM. This first-person account follows Midwest operators through the overnight hours, weighing fatigue, liability, dropped signals, and the judgment calls automation still cannot make.
Three Harvests, One Combine: A Nebraska Case Study in the Cost of Closed Diagnostics
Precision Agriculture

Three Harvests, One Combine: A Nebraska Case Study in the Cost of Closed Diagnostics

We followed a single Class 8 combine through three Nebraska harvests to tally what proprietary fault codes and dealer-only diagnostics actually cost in lost hours and bushels. The ledger is more revealing — and more expensive — than most equipment contracts admit.
Line Items and Low Yields: An Iowa Grower Tears Up His Ag-Tech Subscription Stack
Precision Agriculture

Line Items and Low Yields: An Iowa Grower Tears Up His Ag-Tech Subscription Stack

One central Iowa row-crop farmer agreed to open his books for a full season, tallying every recurring software charge from agronomy platforms to cloud storage. What he found — $31,400 in annual recurring costs and a cost-per-acre figure he'd never once calculated — should prompt every grower to run the same audit.
Twelve Months on a Refurbished Guidance Rig: A Kansas Grower's Unvarnished Scorecard
Precision Agriculture

Twelve Months on a Refurbished Guidance Rig: A Kansas Grower's Unvarnished Scorecard

A central Kansas producer runs a certified refurbished third-party guidance system through an entire planting-to-harvest cycle beside neighbors on factory-new factory setups. Here is what the season revealed about accuracy, downtime, subscription math, and whether the savings hold up in the field.
Silent Drift: How a Season Without Calibration Quietly Taxes Every Bushel Decision You Make
Precision Agriculture

Silent Drift: How a Season Without Calibration Quietly Taxes Every Bushel Decision You Make

An uncalibrated yield monitor doesn't announce its errors — it just feeds them into every variable-rate prescription you'll write next spring. We follow an Iowa grower through a full calibration audit and tally what the drift actually cost him.
Reading the Fine Print Before the Handshake: A Buyer's Checklist for Used Precision Ag Equipment
Precision Agriculture

Reading the Fine Print Before the Handshake: A Buyer's Checklist for Used Precision Ag Equipment

The resale market for used monitors, guidance systems, and yield sensors has never been larger — or riskier. Before wiring money to a stranger on an auction site, growers need to verify activation locks, subscription status, and firmware compatibility.
Half the Sticker Price by Spring: Inside the Brutal Resale Math of Precision Ag Hardware
Precision Agriculture

Half the Sticker Price by Spring: Inside the Brutal Resale Math of Precision Ag Hardware

A $40,000 guidance package can shed a third of its value before the first growing season ends. We talked to dealers, combed auction results, and built a framework to help growers understand which electronics hold their worth — and which become boat anchors.
Beyond the Bundled Station: A Practical Buyer's Audit of On-Farm Weather Sensing
Precision Agriculture

Beyond the Bundled Station: A Practical Buyer's Audit of On-Farm Weather Sensing

Weather stations have become the default line item on every co-op invoice and seed dealer contract. We compare accuracy, network density, and subscription math to help growers decide what belongs on the pole — and what belongs back in the catalog.
Picking by the Pound: What Subscription Robotics Actually Costs a Strawberry Grower
Precision Agriculture

Picking by the Pound: What Subscription Robotics Actually Costs a Strawberry Grower

Robotic harvesters are moving from trade-show demos into California strawberry fields and Washington apple blocks, and the robot-as-a-service model is rewriting harvest economics. We break down the real cost per acre against seasonal labor and talk with growers who have signed on the dotted line.
Ag Policy & Opinion

When the Bank Logs In: Data-Backed Lending and the New Fine Print of Farm Credit

Lenders across the Corn Belt are increasingly asking to see yield histories, as-applied maps, and dashboard metrics before signing off on operating loans. Growers should understand exactly what they are granting — and what they may be giving up — before authorizing third-party access to their operation's digital records.
The Dead Zone Divide: When a Quarter Mile of Connectivity Decides Your Farm's Digital Future
Precision Agriculture

The Dead Zone Divide: When a Quarter Mile of Connectivity Decides Your Farm's Digital Future

Precision agriculture promises real-time everything, but on farms a short drive from major metros, dead zones still dictate what technology can actually deliver. From DIY mesh networks to offline-first software, growers are engineering their own signal—and the FCC's broadband push may or may not catch up.
Agronomy on Autopay: The Unsettling Promise of the Flat-Fee Crop Consultant
Ag Policy & Opinion

Agronomy on Autopay: The Unsettling Promise of the Flat-Fee Crop Consultant

Subscription agronomy platforms are offering satellite scouting and variable-rate prescriptions for less than the cost of a traditional consultant's retainer. For small growers it looks like democratization — until you read the terms of service.
Where Yield Maps Go to Die: Confronting the Data Graveyards on America's Farms
Precision Agriculture

Where Yield Maps Go to Die: Confronting the Data Graveyards on America's Farms

Thousands of American farms now collect yield, as-applied, and imagery data every season — yet most of it is never opened again after harvest. We examine why the analysis bottleneck persists and what the growers extracting real value from their datasets are doing differently.
Owned on Paper, Rented in Practice: The Quiet Rise of Software-Locked Tractors
Ag Policy & Opinion

Owned on Paper, Rented in Practice: The Quiet Rise of Software-Locked Tractors

Across the Corn Belt, growers are discovering that features bolted to their machines at the factory require an annual renewal to keep working. As renewal invoices stack up, a policy fight over software ownership is moving from the service bench to the statehouse.
Hiring the Hybrid: Seven Competencies That Separate Precision Ag Specialists From Expensive Résumés
Precision Agriculture

Hiring the Hybrid: Seven Competencies That Separate Precision Ag Specialists From Expensive Résumés

Farm managers and co-ops keep hiring computer science graduates who can't function in a cab at 5 a.m. during planting. Here's the competency checklist — and the interview questions — that predict whether a precision ag hire will actually work out.
Thirty Years of 'Next Season' Promises: A Veteran Agronomist's Scorecard on Precision Ag Hype
Ag Policy & Opinion

Thirty Years of 'Next Season' Promises: A Veteran Agronomist's Scorecard on Precision Ag Hype

After three decades of watching farm technology arrive with fanfare and leave with the sales rep, one retired agronomist keeps a list. Here are the five promises that keep resurfacing at every trade show — and the questions growers should ask before writing another check.
Wiring Yesterday's Iron for Tomorrow: What Retrofitting Autonomy Really Costs on American Farms
Precision Agriculture

Wiring Yesterday's Iron for Tomorrow: What Retrofitting Autonomy Really Costs on American Farms

Instead of trading up to a new flagship tractor, a growing number of US growers are wiring guidance, telematics, and section control into aging equipment. A look at the major retrofit paths, realistic payback windows from 150 acres to 5,000, and the warranty fine print dealers tend to skip.
From Orbit to the Corn Row: Comparing the Satellite Platforms Now Watching American Fields
Precision Agriculture

From Orbit to the Corn Row: Comparing the Satellite Platforms Now Watching American Fields

Satellite crop monitoring has moved from research curiosity to practical scouting tool. We break down five platforms — from free government imagery to premium analytics — and match each to the crops and budgets where it earns its keep.
Signing the Wrench Back Over: A Grower's Field Test of the 2024 Equipment Repair Pacts
Ag Policy & Opinion

Signing the Wrench Back Over: A Grower's Field Test of the 2024 Equipment Repair Pacts

Equipment makers promised farmers the keys to their own diagnostics in 2024. We talked to growers who put those promises to the test on their own shop floors — and found both real progress and fine print worth reading twice.
Ground Truth or Sales Pitch? What It Actually Costs to Put an Ag Drone to Work
Precision Agriculture

Ground Truth or Sales Pitch? What It Actually Costs to Put an Ag Drone to Work

Ag drones have moved from trade show novelty to working tool, but the economics still depend entirely on the operation. We break down scouting hours, input savings, regulatory friction, and repair bills to help growers decide when the investment pencils out.