Contractor and service scheduling
Spray, harvest and cartage contractor coordination against weather windows, machinery availability and withholding constraints.
AI agents for agriculture and agribusiness
The honest position: agriculture is the emptiest vertical we surveyed. Plenty of precision-ag sensing and imagery; almost nothing automating the administrative load — the contractor coordination, the traceability paperwork, the compliance records that arrive as photos of forms.
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Where the work actually is
Sensing and imagery are well covered. What isn’t covered is everything downstream of the decision: booking the contractor, recording the application, proving the withholding period, chasing the delivery docket, assembling the audit pack for the buyer.
That work is seasonal, deadline-driven, and done by people who are also driving machinery.
Workflows we automate
Traceability and compliance records
Application records, chemical use, withholding periods and audit evidence captured at the point of work by voice or photo, not reconstructed in the office at 9pm.
Buyer and supply chain documentation
Delivery dockets, quality specifications and consignment paperwork chased and validated before they become a rejection.
Input and supplier coordination
Ordering, delivery scheduling and shortfall handling across suppliers.
Multilingual workforce communication
Seasonal and contract labour instructions, safety briefings and rostering in the languages your crews actually speak.
Traditional vs agent-augmented
| Today | With an agent | |
|---|---|---|
| Spray record | Notebook, entered later | Voice-captured at the paddock |
| Withholding compliance | Manual tracking | Enforced and flagged |
| Contractor booking | Phone tag around weather | Coordinated against the window |
| Buyer documentation | Chased at the last minute | Validated before dispatch |
| Audit pack | Assembled under pressure | Continuous |
What we integrate with
- Farm management: major FMS platforms with API access
- Accounting: Xero, MYOB, QuickBooks
- Machinery telematics: read-only from OEM platforms
- Weather and agronomic data: commercial feeds
- Capture: offline-first mobile and voice — this is non-negotiable in the paddock
How we de-risk it
- Offline first, genuinely. Not a degraded mode — the primary design assumption.
- Voice over typing. Nobody types in a paddock with gloves on.
- Compliance constraints are hard. Withholding periods and chemical rules are enforced, never traded off.
- Seasonal load. Systems are built for the fortnight where everything happens at once, not the average week.
Related use cases
The same workflows, described by the job rather than the sector.
Frequently asked questions
Will it work where there’s no signal?
Yes. Capture queues locally and reconciles when you’re back in range. This is the first thing we test.
Can it handle our seasonal workforce’s languages?
Yes, natively, without a separate build per language.
Is this precision agriculture?
No. Precision ag is well served. This is the administrative and coordination layer nobody has automated.
What about assurance scheme audits?
Evidence is captured contemporaneously with timestamps and provenance, which is materially stronger than reconstructed records.
Not sure this is your operation
Every sector page describes the workflows we’d expect to find. Yours will differ in ways that matter, and the audit is designed for exactly that — you get evidence about your own business rather than someone else’s.