AI FOR AGRICULTURE

AI that actually gets your operations. From the field to HQ.

Connect every machine, fuel log, and spreadsheet your teams use in the field and the office into one live picture of your operation. Spot fuel waste and idle equipment while you can still fix it, and route the next move to the right person at the right time.

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Give AI the full picture across all your tools

John Deere Climate FieldView AgriChain SAP Microsoft Dynamics Microsoft Excel

Live ontology · 7 entities synced

The reality gap

Your fuel logs, maintenance records, crew schedules, and ledger each hold one piece of the work. Nothing holds them together.

Machines, fuel, and crews move by the hour, but telematics, fuel deliveries, and maintenance each live in their own system or spreadsheet and are not updated in real time. This means decisions at HQ are made from data that's no longer accurate.

Stale records

Records don't know they're wrong

An equipment roster that stopped getting updates after planting looks just as confident on day 21 as it did on day 1. Your system of record doesn't know that it's working off data that no longer reflects reality.

Fuel blind spots

Fuel costs show up weeks late

Which fuel delivery went into which machine, on which field, for which crop? That answer has to be built by hand by someone at the end of the month. By then, the fuel is burned and the decision is weeks old.

Missing Context

AI doesn't have the full picture

Copilots and AI agents break down when answering questions that cross system boundaries. Without the full context and visibility into every system, AI gives vague, inaccurate, or useless outputs that eat into your margin.

Ontollo System of Reality

Why Ontollo for Agriculture

Ontollo isn't a BI layer or another dashboard. It's a live model of your operations that AI can reason over, built for farms and agribusinesses that run on thin margins, short windows, and more systems than anyone can keep in sync.

Answers you can rely on

A model sitting on a data lake guesses. Ontollo reasons over a governed ontology of your operations, so every answer has a traceable path back to the source.

Start small, then expand

Start with one team or use case and grow from there. No wall-to-wall deployments until you know it works.

See results in days, not months

With Ontollo's System of Reality, you see operational impact in under 30 days. No prolonged, expensive engagements.

Keep your business context

You own the model of how your work connects, meaning you can swap platforms at any time. No black box, no FDE lock in, and no models are trained on your data.

AI for Agriculture

Put every machine to work, improve margins, and optimize your operations

With Ontollo, agriculture teams can get more out of every part of the business—fuel, equipment utilization, maintenance, labor, and even daily capture in the field.

Crew Scheduling

Go from whiteboards and phone calls to complete schedules

Save hours spent manually scheduling your crew. Ontollo loads each crew's jobs as they arrive on site and flags what needs your call.

Live Picture

Know when your view is out of date

Ontollo flags when things get out of date, like when a tractor has sat idle for a week while another farm rents the same model. Ontollo bases its recommendations on the current reality with visibility into every system and cites its sources every single time.

Mobile Capture

Capture reality where the work happens

Operators log fuel-ups, repairs, and hours by voice and scan documents right on their phones. No more having to rely on end-of-day logs, so the picture stays current instead of going stale before it's even entered.

Routed Actions

Turn findings into actions and tasks, not another report or dashboard

When Ontollo spots a problem, like an idle machine or a fuel spike, it creates a task with a named owner and the evidence attached.

System of Reality

Have one live model of your entire business

Ontollo maps the relationships between all your tools (equipment telematics, fuel systems, farm management software, ERP, spreadsheets, and everything else) and layers in your business drivers, processes, and institutional knowledge. Ask anything, know what needs your attention, and make the right calls at the right time.

16 Data Sources • 3 Defined OKRs

Customer Story

Global infrastructure firm uncovers over $8M in avoidable costs with Ontollo

A $1B energy infrastructure provider scaling to meet data center demand had equipment rented externally while identical assets sat idle elsewhere. Working with their leadership team, including their CFO, we found where the margin was going.

$8M Avoidable cost per year

15+ Siloed systems connected into one live picture

4 weeks From initial kickoff to findings

Resources

Learn more about Ontollo for Agriculture

Check out white papers, one-pagers, and other materials to see how Ontollo helps ag teams cut fuel costs, put idle equipment to work, and make every season count.

White paper

The Operations Leader’s Guide to AI in Industries that Build and Run the World

Learn why AI stalls in construction, infrastructure, and energy and what is needed to fix it.

Download white paper