i-Agri Precision farming insights for the modern grower

i-Agri

Precision farming insights for the modern grower

Latest Articles

Rent-a-Signal Risk: The Single Point of Failure Behind Your RTK Correction
Farm Connectivity

Rent-a-Signal Risk: The Single Point of Failure Behind Your RTK Correction

Many US farms now treat third-party RTK correction as a utility, but it is a contracted service with towers, terms, and failure modes. This deep dive examines redundancy options, contract language, and the math of owning a base station versus renting a signal.

The Cab Has a Scorecard: Telematics, Seasonal Crews, and Shop-Floor Trust
Ag Policy & Opinion

The Cab Has a Scorecard: Telematics, Seasonal Crews, and Shop-Floor Trust

Telematics began as fleet logistics and is now being used to score individual operators on idle time, speed, overlap, and fuel. This opinion piece examines the morale and retention trade-offs, the metrics that actually improve field outcomes, and the rules growers should set before the first shift.

Eighty Acres, Real Numbers: A Precision Stack Built for Small Farms, Not Showrooms
Precision Agriculture

Eighty Acres, Real Numbers: A Precision Stack Built for Small Farms, Not Showrooms

Small growers are often sold precision packages sized for operations ten times larger. This audit compares three realistic budget tiers, runs payback math on 80 to 300 acres, and offers a subscription checklist for keeping only the tools that earn their keep.

Demo Day vs. Dirt Day: Five Hard Lessons From This Year's Loudest Ag-Tech Launches
Ag Policy & Opinion

Demo Day vs. Dirt Day: Five Hard Lessons From This Year's Loudest Ag-Tech Launches

Every January brings a fresh crop of revolutionary announcements; every October brings the reckoning. We audited 2025's buzziest ag-tech launches against what growers actually reported from the field — and distilled five lessons worth carrying into next season's sales pitches.

Whose Side Is the Dealership On? The Quiet Economics of the Modern Equipment Rep
Precision Agriculture

Whose Side Is the Dealership On? The Quiet Economics of the Modern Equipment Rep

Dealerships once made their margin on iron; now subscriptions, telemetry, and service contracts are rewriting the business model. Understanding where a dealer's incentives actually sit is the first step toward an honest advisory relationship — or knowing when to hire independent help.

Fine Print After the Storm: What Your Policy Really Says About That $400,000 Planter
Precision Agriculture

Fine Print After the Storm: What Your Policy Really Says About That $400,000 Planter

Precision ag hardware has quietly outpaced the insurance policies meant to protect it. Growers and agents explain the coverage blind spots — from unbundled monitors to software subscriptions — that surface only after a hailstorm or a break-in.

Farming Someone Else's Ground: The Data Fight Brewing Over Rented Acreage
Ag Policy & Opinion

Farming Someone Else's Ground: The Data Fight Brewing Over Rented Acreage

Across the Corn Belt, tenant operators are investing thousands in yield monitors, soil sampling programs, and variable-rate prescriptions on ground they may not farm next season. Landlords are starting to ask a fair question: whose information is it? The answer is murkier than most leases admit.

The Map That Lied: Auditing a Variable-Rate Prescription Before It Costs You a Season
Precision Agriculture

The Map That Lied: Auditing a Variable-Rate Prescription Before It Costs You a Season

A single compromised soil map turned one Midwest grower's variable-rate program into a season-long input overage. We trace how the error happened, what an audit would have caught, and where liability actually lands when the prescription is wrong.

Signal as Collateral: The Quiet Repricing of Farmland in the Age of Connectivity
Ag Policy & Opinion

Signal as Collateral: The Quiet Repricing of Farmland in the Age of Connectivity

Cell bars and broadband speeds are showing up in farmland appraisals alongside soil types and water rights. As buyers and lenders price 'connected acreage' into their offers, weak-signal ground is quietly trading at a discount — and sellers are just beginning to notice.

Signed, Sealed, Submerged: The Contract Clauses That Turn Smart Irrigation Into a Costly Lesson
Precision Agriculture

Signed, Sealed, Submerged: The Contract Clauses That Turn Smart Irrigation Into a Costly Lesson

Variable-rate irrigation and soil-moisture sensor deals promise water savings per acre-foot, but the fine print often tells a different story. Western growers who have already signed share the clauses they wish they'd read — and a plain-English checklist for the next negotiation.

Two Generations, One Field: Making a 1988 Planter Speak to a 2024 App
Precision Agriculture

Two Generations, One Field: Making a 1988 Planter Speak to a 2024 App

On family farms across the Midwest, a grandfather's iron and a granddaughter's tablet are learning to share the same acreage. This feature looks at how multi-generational operations bridge the analog-digital divide — the friction, the workarounds, and the surprising wins along the way.

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.