Agriculture
Recover office hours. Reduce input waste. Protect margin before the season gets away from you.
Your team should not be losing nights to re-entering field notes, chasing spray records, reconciling fuel and chemical invoices, rebuilding crop reports, or digging through binders for compliance paperwork.
MVP.dev builds AI automation systems for farms, ranches, growers, agribusinesses, and ag operators that plug into the tools you already use, including John Deere Operations Center, Climate FieldView, Granular, Agworld, Conservis, Farmbrite, Trimble Ag Software, Ag Leader SMS, Raven Slingshot, Case IH AFS Connect, New Holland PLM, Bushel, Scale-Tec, Traction Ag, Figured, CattleMax, and QuickBooks.
We help ag operators reduce manual office work, tighten input spend, clean up field records, and give owners faster visibility into what is happening across acres, equipment, people, and vendors.
Production-ready in 3 to 4 weeks.
Get a Workflow Fit Assessment See the Agriculture Automation DemosBuilt for operators with plenty of acres, but not enough clean office capacity
This is for farms, ranches, specialty crop growers, row crop operations, dairies, input dealers, grain businesses, and ag service teams that already have software in place but still depend on too much manual tracking, texting, spreadsheet work, and after-hours admin.
You are likely a strong fit if:
- Field work, spray records, harvest notes, or scouting updates still get cleaned up manually at night
- Invoices for seed, chemical, fertilizer, fuel, parts, or repairs require too much manual review
- Owners cannot quickly see job status, input spend, yield impact, or equipment bottlenecks in one place
- Compliance records for pesticide use, organic audits, food safety, or lender reporting are scattered across folders and systems
- Your operation uses John Deere Operations Center, FieldView, Granular, Agworld, Conservis, Trimble, Ag Leader, or a similar ag stack
- You want better workflow inside your current tools, not a disruptive software migration
If the farm is growing but the office still depends on memory, texts, handwritten notes, and spreadsheet cleanup, there is almost certainly margin trapped inside the workflow.
The fastest wins we usually find
Field status without end-of-day chasing
Owners should not have to call three people to learn what got planted, sprayed, harvested, fixed, delayed, or missed.
We build field operations dashboards that pull from tools like John Deere Operations Center, Climate FieldView, Agworld, Granular, Trimble, Raven, Ag Leader SMS, and shared field logs, then summarize what changed and what needs attention.
The goal is simple:
- Field status visible by farm, field, crop, and task
- Delayed or incomplete jobs flagged early
- Owner-ready summaries without spreadsheet rebuilding
- Weather, equipment, labor, and input issues surfaced in one view
For many operations, this can replace 5 to 10 hours a week of phone calls, text follow-up, and report cleanup during busy seasons.
See the Farm Operations Dashboard Demo →Input invoices and farm AP review
Seed, chemical, fertilizer, fuel, parts, freight, and repair bills add up fast. Manual coding slows the office and hides margin leaks.
We build invoice workflows that read bills, match vendors, classify expenses by your real categories, flag low-confidence items, and prepare entries for QuickBooks, Traction Ag, Figured, or your accounting workflow.
Your office gets:
- Common invoices coded consistently
- Chemical, fertilizer, fuel, parts, and repair costs separated cleanly
- Exceptions sent to a human review queue
- Every coding decision logged before posting
A focused AP workflow can often cut 8 to 15 hours a week of invoice handling down to 2 to 4 hours, depending on vendor volume and review rules.
See the Farm Invoice Review Demo →Vendor and input spend checks before money leaves
A bad input purchase, duplicate repair charge, or missed contract term can wipe out more margin than a week of office labor.
We build vendor review workflows that compare invoices, quotes, delivery tickets, purchase orders, contracts, and historical pricing before approval.
Before payment, your team can see:
- Does this match the quote, contract, or delivery ticket?
- Is the vendor known and approved?
- Is the price outside the normal range?
- Should this be approved, reviewed, or escalated?
The practical target is fewer duplicate charges, cleaner input cost tracking, and a repeatable approval process for high-dollar purchases.
See the Input Spend Review Demo →Compliance and SOP answers with sources
Nobody should lose 30 minutes digging for a pesticide label, organic audit record, food safety SOP, equipment manual, or lender document when the answer should be searchable.
We build cited-answer systems that search approved documents, labels, SDS sheets, equipment manuals, GAP or organic procedures, field policies, and internal SOPs.
Every answer includes a source trail so your team can verify it before acting.
- No blind answers
- No guessing on restricted-use or safety procedures
- No unsupported claims in compliance workflows
This can save 3 to 8 hours a week during audit, spray, harvest, and onboarding periods while reducing the risk of using the wrong document.
See the Cited Knowledge Base Demo →Your current tools stay in place
We build the workflow layer around your existing farm, field, accounting, and reporting environment.
Supported and common systems include:
Your field data stays where it is. Your accounting stays where it is. Your team keeps using the systems they already know.
We add the workflow layer that reads, routes, reviews, summarizes, and writes back when appropriate.
Three focused offers
Farm Office Time Recovery System
For operations losing too many hours to invoices, field notes, document chasing, and spreadsheet cleanup.
Includes
- Workflow mapping
- Document and data source review
- Invoice intake flows
- Field record cleanup support
- Exception queues
- Owner-ready summaries
- Workflow handoff documentation
Best for
- Family farms
- Multi-farm operators
- Specialty crop growers
- Operations with seasonal office bottlenecks
Input Spend and Vendor Control System
For teams that need tighter review of seed, chemical, fertilizer, fuel, parts, repairs, and vendor approvals.
Includes
- Invoice intake
- Vendor matching
- Quote and PO comparison
- Historical price checks
- Confidence scoring
- Human review queue
- Approval routing
- Audit logs
Best for
- High-acreage operations
- Input-heavy crop operations
- Ag service businesses
- Operators with multiple vendors and locations
- Teams managing high-dollar seasonal purchases
Field Records and Operations Dashboard System
For owners who need faster visibility across fields, jobs, equipment, inputs, labor, and season progress.
Includes
- Field operations dashboard
- Weekly narrative summaries
- Task and delay alerts
- Input usage visibility
- Equipment bottleneck summaries
- Compliance record views
- Optional owner or manager reporting views
Best for
- Row crop operations
- Specialty crop growers
- Custom applicators
- Dairies and ranches with field operations
- Multi-location ag businesses
Start with one workflow. Prove the ROI. Expand from there.
You do not need a full technology overhaul to get value.
The safest path is to pick one painful workflow, improve it, measure the results, and then expand once the system proves itself.
Most agriculture teams start with one of these:
- Input invoice review and coding
- Field status reporting
- Vendor and quote review
- Compliance document retrieval
- Seasonal labor and task handoffs
- Owner dashboard and weekly operating summary
This keeps the first project focused, measurable, and easier to approve.
Typical engagement range
Most agriculture workflow builds start with a focused pilot.
Starter Workflow Pilot
Best for one high-value workflow
$7,500 to $15,000
Farm Operations Buildout
Best for multiple workflows, locations, crops, entities, or operating teams
$15,000 to $40,000
Ongoing Optimization and Support
Best for operators that want continuous improvement, reporting, new workflows, and support
$1,500 to $7,500 per month
Final pricing depends on workflow count, system access, data quality, approval rules, seasonality, compliance needs, and whether the workflow writes back into production systems.
The first step is not a giant commitment. It is a workflow fit assessment that identifies the fastest path to measurable ROI.
What waiting costs
Manual farm workflows do not just waste time. They quietly drain margin when the season is already moving.
Every month you delay:
- Office staff spend nights cleaning up records instead of managing exceptions
- Owners make decisions from stale spreadsheets and scattered texts
- Input costs get reviewed after the money is already gone
- Field records become harder to clean up for audits, crop insurance, or lender reporting
- Equipment, labor, and weather delays are spotted later than they should be
- Growth requires more admin labor instead of better operating leverage
If your operation is already stretched during planting, spraying, harvest, or closeout, better workflow is not a side project. It is how you create capacity without simply adding office headcount.
How the engagement works
Week 1: Find the highest-value leak
We review your field record process, invoice flow, input purchasing, vendor approvals, compliance documents, equipment reporting, or owner dashboard needs.
You get:
- Workflow map
- Automation opportunity ranking
- KPI targets
- Fixed-scope recommendation
- Implementation plan
We define success before building anything.
Week 2: Build against your real workflow
We connect to the systems, documents, exports, vendor lists, field records, equipment data, accounting files, or reporting sources needed for the selected workflow.
We build around your actual operation, not a generic farm software template.
Week 3: Test, tune, and review
We run real historical examples through the workflow in staging. For invoice and field record workflows, this can include prior-season records, vendor bills, delivery tickets, spray reports, and known exceptions.
You see:
- Accuracy results
- Exceptions
- Failure cases
- Confidence thresholds
- Review queue behavior
- Estimated time savings
Nothing goes live until the workflow is validated.
Week 4: Deploy, monitor, and support
We deploy the workflow, train the relevant users, monitor initial results, and support the first production cycle.
You get:
- Production workflow
- Dashboard or review queue
- Documentation
- Admin handoff
- 30 days of support
- Recommendations for the next workflow
Most builds are designed to pay back in 6 to 8 weeks of live use, depending on volume, labor cost, workflow scope, and how much owner, manager, or office time is recovered.
Built for sensitive farm and operating data
Agriculture workflows often include private acreage, yield, input, vendor, pricing, employee, lender, and compliance information. The system has to be controlled and reviewable.
Our systems are designed around:
- Least-privilege access
- Encrypted data in transit and at rest
- Human review thresholds
- Audit logs for AI-assisted decisions
- Source-grounded answers
- Client-owned cloud deployment when required
- Role-based access by farm, entity, location, or team
- Controls for pesticide, organic, GAP, FSMA, crop insurance, and lender documentation workflows
For operators with food safety, organic certification, pesticide recordkeeping, crop insurance, lender, or customer confidentiality requirements, we design the implementation around your security and recordkeeping needs from the start.
Example outcomes
| Workflow | Before | After |
|---|---|---|
| Input invoice review | Seed, chemical, fertilizer, fuel, and repair bills coded and checked manually | Common costs categorized, exceptions routed, and high-dollar items reviewed before approval |
| Field status reporting | Owners chase updates through calls, texts, notebooks, and spreadsheets | Field, crop, task, and delay status summarized in one operating view |
| Vendor and quote review | Quotes, delivery tickets, contracts, and invoices compared by hand | Mismatch and pricing flags surfaced before payment |
| Compliance document retrieval | Searching folders for labels, SDS sheets, SOPs, audit records, and manuals | Cited answers from approved documents with source links |
| Season closeout | Manual cleanup for crop insurance, lenders, landlords, and management reports | Clean summaries from field, input, yield, and accounting records |
Why MVP.dev
MVP.dev builds AI business operating systems, internal tools, and automation layers for companies that need real operational outcomes, not AI experiments.
You get:
- 25 years of software architecture and delivery experience
- AI automation strategy and implementation under one roof
- Practical systems built around existing workflows
- Human-in-the-loop design where accuracy matters
- Clear KPIs before development starts
- Production-minded delivery, not prototype theater
The goal is not to impress your team with AI.
The goal is to recover time, protect margin, and help your operation produce more value with the people and systems it already has.
Building the operating playbook too?
Our partners at osforyour.business/agriculture cover the org-design, process, and people side of running a modern agriculture operation. We handle the execution layer that makes it run, so the system they help you design actually delivers the hours back.
Frequently Asked Questions
How much time or money can this save?
It depends on the workflow and season, but the fastest wins are usually invoice review, field status reporting, vendor checks, and compliance document retrieval. A mid-sized farm office can often recover 8 to 15 hours a week from invoice coding, field record cleanup, and report preparation. Input review workflows may also catch duplicate charges, quote mismatches, or unusual pricing that saves $2,500 to $10,000 per month during heavy purchasing periods. During Week 1, we define the target KPIs before the build starts.
Will this work with our farm software?
Usually, yes. We build around your current stack, including systems like John Deere Operations Center, Climate FieldView, Granular, Agworld, Conservis, Trimble, Ag Leader SMS, Bushel, Traction Ag, Figured, and QuickBooks. Where an API is available, we use it. Where it is not, we can often work with approved exports, reports, shared folders, or structured intake forms.
Will this replace John Deere Operations Center, FieldView, Granular, or QuickBooks?
No. The goal is to improve the workflow around your current tools, not force a migration. Your field data stays in your field systems. Your books stay in your accounting system. The workflow layer reads, routes, summarizes, and writes back only where appropriate and approved.
Can this handle multiple farms, entities, crops, or locations?
Yes. Each farm, entity, crop, location, or operating group can have its own rules, vendors, approval flow, dashboard, and access controls. Owners or managers can also get a unified view across the whole operation.
Is AI making pesticide, agronomy, or financial decisions?
No. The system can classify, summarize, route, flag, and prepare recommendations, but sensitive decisions stay with the right person. For pesticide labels, safety procedures, input approvals, and financial workflows, outputs should be treated as reviewable recommendations with source trails and approval controls.
What if our data is messy?
That is normal. Many agriculture operations have a mix of software exports, spreadsheets, scans, PDFs, texts, and handwritten processes. We start by choosing one workflow where the data is good enough to produce a measurable result. We do not need every system cleaned up before the first pilot.
What is the first step?
Start with a workflow fit assessment. We identify the workflow with the highest ROI potential, estimate the time or margin impact, and recommend a focused pilot. You will know what should be built, why it matters, what it should cost, and how success will be measured before committing to a full implementation.
Get the hours and margin back
If your operation is still relying on manual invoice review, field record cleanup, vendor checks, or spreadsheet-based reporting, there is likely a faster way to run the business.
MVP.dev can help you identify the highest-value workflow, build the automation layer, and deploy it inside your current agriculture stack.
Get a Workflow Fit Assessment See the Agriculture Automation Demos