A Cognitive Lab system · Prairie grain & oilseed operations

The field-intelligence layer that turns your land into better decisions.

AgriFlow does not replace your agronomist or your equipment. It reads the data already sitting under every field: soil survey, six years of satellite history, weather and growing-degree days. It answers the question a county-average rate never could: for this field, what nitrogen rate and timing, and why. Field by field, with you approving every call.

Try free this season See the decision loop Enter a field address. A recommendation in 60 seconds.
app.agriflow.io ILLUSTRATIVE

Illustrative preview. Figures are sample data, not farm results. Where this goes: a full field-decision cockpit. The free season starts with one loop, nitrogen, below.

The wedge: one working decision loop

Field-specific nitrogen timing and rate.

We do not start by selling you a farm platform. We start by solving one expensive, unsolved decision: how much nitrogen, applied when, on each individual field, not the county average everyone else applies. One decision engine, one loop, measurable in a single season.

Hydrate

Enter a field address. AgriFlow pulls the soil survey, six years of satellite vegetation history, drainage, organic matter and growing-degree days into one verified picture, in under a minute.

Reason

It adjusts off the regional baseline for what makes this field different: low organic matter, excellent drainage, a stable or erratic yield history. Each adjustment is shown, with the reason in plain language.

Recommend

It ranks conservative, balanced and aggressive options by cost, yield upside and regulatory risk, then waits for you. Nothing is prescribed. You decide, you apply, and at harvest you tell it what happened.

North Field hydrated: loamy clay, 3.2% OM, well-drained, stable 6-yr NDVI
Assembled from soil survey + satellite + weather, 0.8s ago
Adjusted +3 lbs for below-regional organic matter, −5 for drainage
Baseline 160 → field-specific 163 lbs/acre
Recommended: 163 lbs/acre urea, split V6 + V10
+8 bu/acre potential vs baseline. Routed to you for approval

The output, in one line: AgriFlow turns the data under each field into a specific nitrogen decision, explains the reasoning, and learns from what you actually harvest.

The almanac that appreciates

Every season makes the next one sharper.

The first recommendation is grounded in soil science and satellite history. But the real value compounds: every time you tell AgriFlow what you applied and what you harvested, it learns how your fields actually respond, and folds that into next season's call. This is an almanac no competitor can license, because it is built from your ground truth.

  • Per-field memory: how each parcel responded to rate, timing and weather
  • Regional learning across the fleet, behind a strict privacy wall
  • Confidence that rises where the model has been right, and flags where it has not
  • Independent of any input supplier, so the recommendation serves the field, not a fertilizer sale
2024: recommended 163, applied 165, harvested +9 bu/acre
Confidence on loamy clay, stable regime → .88
2025 recommendation refined from your own outcome
Model learned this field tolerates a later split
South Field flagged: erratic history, lower confidence
Recommended conservative until more ground truth
Where it grows: from one loop to a network

A network of decision agents, not a single model.

Nitrogen proves the value. From there, AgriFlow expands into a coordinated network of specialist agents, each reasoning about its own part of the operation and sharing what it learns with the others. This is what turns a point recommendation into a whole-farm decision system.

Nitrogen agent

Reasons about rate, timing and split off soil, weather and field history. The first loop, live this season.

Weather & risk agent

Tracks growing-degree days, precipitation and frost windows, and scores how weather is shifting the optimal call.

Crop & variety agent

Reasons about variety choice and rotation against each field's profile and the marketing window ahead.

Marketing agent

Weighs contract, elevator and storage options against expected yield, so the agronomy and the sale line up.

Whole-farm agent

Synthesizes the specialists into one ranked plan per field, with the trade-offs shown, routed for your approval.

The destination

The decision layer for the modern farm. It works alongside your agronomist, your equipment and your records, and becomes the intelligence brain of the operation.

A layer, not a replacement

It works with your farm. It never asks you to change how you operate.

AgriFlow is a decision layer on top of how you already farm. Your agronomist stays your trusted advisor. Your equipment stays your equipment. Your records stay yours. AgriFlow adds the reasoning layer: the part that connects soil, weather and history to a specific, defensible decision.

  • Address-based hydration from public soil, satellite and weather data, with no sensors to install
  • Equipment-agnostic: works whatever brand of planter, sprayer or monitor you run
  • Upload your own yield and as-applied records to sharpen the model on your ground
  • A human approval step on every recommendation, so you are always the one who decides
AgriFlow decision layer
Hydrate, reason, rank, recommend, approve, learn
↓ reads from, never replaces ↓
Your agronomist · your equipment · your records
How you farm today, untouched
How it works

Trust, earned one field at a time.

AgriFlow starts by informing you and never moves faster than you allow. You see every recommendation and the reasoning behind it before anything reaches a field. Every call stays yours.

Register

Enter a field by address. Within a minute, AgriFlow assembles soil, satellite and weather into one trusted picture. No clean data, no sensors required.

See the call

It recommends a rate and timing for that field, in plain language, with every adjustment and its reason laid out. You judge whether it makes sense.

Decide & apply

Use it, adjust it, or ignore it. The decision is always yours. AgriFlow records what you chose so it can measure against the outcome.

Report & learn

At harvest, tell it what you got. That ground truth sharpens every future recommendation for your fields and, anonymously, for the region.

Why it matters

Small per-acre edges, real money at scale.

Nitrogen is one of the largest controllable input costs on a grain farm, and the gap between a county-average rate and a field-specific one is where margin hides.

$10–25
Estimated value per acre from field-specific timing & rate
60s
From field address to a first recommendation
6 yr
Of satellite history read into every field's picture
$0
To test it on your fields this season

Per-acre figures are planning estimates based on agronomic literature and input economics, not a guarantee of results. Your outcome depends on your fields, your weather and your management.

Trust & safety

Built to advise, never to gamble with your crop.

A bad recommendation in farming costs a whole season. AgriFlow is built so that the system is always honest about what it knows, conservative where it does not, and never the one taking the risk.

Reasoning you can see

Every recommendation shows its baseline, each adjustment and the reason behind it. No black box. If you would not be able to defend the call to your agronomist, neither would we.

Honest confidence

Where the model has little ground truth or the field history is erratic, it says so and stays conservative. Confidence is earned from outcomes, not asserted.

You approve everything

AgriFlow recommends; you decide. Nothing is auto-applied to a field. The human in the loop is not a feature. It is the design.

Your data

Your fields, your numbers, your call on who sees them.

Farm data is sensitive. AgriFlow is built so your individual field data never leaves your control, and anything used to improve regional models is aggregated and anonymized first.

Yours by default

Your field locations, yields and as-applied data belong to you and are never sold.

Privacy wall

Regional learning uses only aggregated, anonymized patterns, never an identifiable field.

Plain records

Export what you have entered at any time. No lock-in, no proprietary trap on your own farm history.

Independent

Not owned by an input company. The recommendation answers to the field, not a fertilizer quota.

Try free this season

Put AgriFlow on a few of your fields. Free, this season.

We are partnering with a small number of Prairie grain and oilseed operations to prove field-specific nitrogen recommendations on real ground. You register a few fields, you get recommendations with full reasoning, you decide what to apply. At harvest, you tell us what happened.

  • No cost this season, while we prove it works in your region
  • No sensors, no equipment change, just a field address to start
  • You own the relationship with your agronomist, we provide the intelligence
  • Reviewed personally, every registration gets a real reply, never a bot

Every registration is reviewed personally. No automated responses, ever. Or email us directly at [email protected].