Authorized protocol analysis, field-level financial APIs, and AgTech OpenData pipelines built around the Harvest Profit mobile and web platform
Harvest Profit is the row-crop financial cockpit that John Deere acquired in 2020. It holds field-by-field profit and loss, grain marketing contracts, input costs, and as-applied data synced from John Deere Operations Center and Climate FieldView. Our studio reverse-engineers the authenticated mobile and web protocols, then ships compliant API source code so growers, lenders, agronomists, and AgTech vendors can route that data anywhere they need.
We mirror the Harvest Profit mobile login flow (account/password, session refresh, John Deere SSO bridge where applicable) and expose it as a stable token-issuing endpoint. Use it to bind a grower account once, then pull data for that operation across multiple farm entities and landlords.
Read budgeted vs. actual revenue and cost lines per field, per crop, per owner. Surface break-even price, contribution margin, and overhead allocation in a JSON payload that drops directly into Power BI, Tableau, Looker Studio, or a lender's underwriting model.
List, create, edit, and settle grain contracts — cash, HTA, basis, deferred price, and futures-fixed. Track delivery schedules against outstanding bushels, attach load tickets, and reconcile payments. Useful for elevators, brokers, and farm CFOs running a unified marketing book.
Push or pull seed, fertilizer, and chemical applications at field granularity. Already-deployed bridges with John Deere Operations Center turn as-applied machine data into per-acre cost-of-production lines — we extend that bridge to your custom agronomy or sustainability platform.
The Pro tier of Harvest Profit handles landowner splits, equipment cost rollups, and multi-entity reporting. We expose those splits as APIs so accountants, FSA reporters, and land-services apps can produce 1099 packets or cash-rent statements without manual export.
For platforms that need near-real-time updates (e.g. lenders monitoring covenants, insurers triggering claims), we ship a webhook layer that fires on contract settlement, P&L changes > threshold, or new field application logged.
The table below is a working inventory of what Harvest Profit holds, where it lives in the app, and what AgTech, lender, or ERP teams typically do with it once exposed via OpenData-style APIs.
| Data type | Source screen / feature | Granularity | Typical use |
|---|---|---|---|
| Real-time farm P&L | Dashboard / Profit & Loss report | Operation, entity, crop, field | Lender covenant monitoring, BI dashboards, internal CFO reporting |
| Grain contracts | Grain Marketing module | Contract, lot, delivery | Hedging analytics, broker reconciliation, elevator integrations |
| Outstanding inventory & yield | Inventory / Harvest tab | Bin, entity, landlord, field | Storage planning, basis decisions, crop insurance APH support |
| Inputs (seed, chem, fertilizer) | Inputs module | SKU, rate, field, season | Agronomy planning, sustainability scoring, ESG reporting |
| Field applications (as-applied) | Applications, Operations Center sync | Pass, machine, geotag, time | Cost-of-production calcs, traceability, prescription validation |
| Equipment costs | Equipment cost analysis | Asset, hour, field | Custom-rate billing, depreciation packets, lender requests |
| Landowner splits & cash rent | Pro plan / Landowner reports | Entity, landlord, field share | 1099-type packets, FSA reporting, land-services apps |
A regional ag bank wants to watch working capital and projected revenue across 200 row-crop borrowers without quarterly PDF dumps. We pipe each borrower's Harvest Profit P&L, contract book, and outstanding inventory into the bank's underwriting system on a weekly delta. Fields used: operation_id, net_income_to_date, contracted_bushels, open_basis. Maps directly to OpenFinance-style permissioned data sharing.
An elevator's grain desk needs to match the contracts it has on its side with what the grower's Harvest Profit shows as open and settled. We expose /grain/contracts and /grain/settlements, then run nightly reconciliation against the elevator's ERP (e.g. AgVance, Cultura). Discrepancies trigger a Slack alert before the close-of-month report.
Carbon programs need verified field applications, not screenshots. We pull applications and inputs from Harvest Profit, normalise them to the carbon program's schema, and submit through the program's API with audit trail. This pattern is the same one Leaf Agriculture and similar unified-API providers use across the AgTech stack.
Yield history (APH) and per-field harvested bushels are pulled from Harvest Profit's harvest module and mapped to RMA reporting structures. When a hail or drought event triggers a claim, the adjuster gets a pre-built field-level yield packet instead of asking for paper records.
Larger operations run several LLCs — row crops, cattle, trucking, land. We consolidate Harvest Profit data with QuickBooks Online and a separate cattle ledger so the family CFO sees one balance sheet. Same OpenData primitives: token, scope, paginated reads, webhook on change.
POST /api/v1/harvest-profit/auth/login
Content-Type: application/json
{
"email": "grower@example.com",
"password": "<APP_PASSWORD>",
"device_id": "studio-bridge-01"
}
200 OK
{
"access_token": "eyJ...",
"refresh_token": "rt_...",
"operation_id": "op_91823",
"expires_in": 3600
}
GET /api/v1/harvest-profit/pnl
?operation_id=op_91823
&crop_year=2026
&granularity=field
Authorization: Bearer <ACCESS_TOKEN>
200 OK
{
"operation_id": "op_91823",
"crop_year": 2026,
"fields": [
{
"field_id": "f_north_40",
"crop": "corn",
"acres": 138.4,
"revenue_per_acre": 812.55,
"cost_per_acre": 706.10,
"break_even_price": 4.21,
"contribution_margin": 14722.80
}
]
}
POST /api/v1/harvest-profit/grain/contracts
Authorization: Bearer <ACCESS_TOKEN>
{
"type": "HTA",
"commodity": "soybeans",
"bushels": 5000,
"futures_price": 11.72,
"delivery_window": ["2026-09-01","2026-11-15"],
"buyer_id": "elev_4471"
}
// Studio webhook fires on settlement
POST https://your.app/webhooks/harvest-profit
{
"event": "contract.settled",
"contract_id": "ct_88291",
"settled_bushels": 5000,
"net_payment": 58112.50,
"ts": "2026-04-28T14:11:02Z"
}
Errors follow a documented shape ({ "error": { "code": "auth.token_expired", "message": "..." } }). Rate limits, retries, and idempotency keys on write endpoints are part of every delivery.
For US row-crop operations, the relevant frameworks include the Privacy and Security Principles for Farm Data stewarded by Ag Data Transparent, USDA-NRCS data handling guidance, and the FSMA traceability rule for any harvested produce that touches the human food chain. Where an operation handles EU-resident workers or partners, GDPR data-subject rules apply to identifiable user records. The 2025 USDA × Palantir National Farm Security Action Plan further raises the bar on who can hold and move farm data.
A typical pipeline we ship looks like this:
Harvest Profit is built primarily for North American row-crop producers — corn, soybeans, wheat, cotton — with an operator profile that ranges from family farms running a few thousand acres to large multi-entity operations with several LLCs and rented ground. Since John Deere acquired the company in November 2020, the platform has been positioned as the financial layer that pairs naturally with John Deere Operations Center, while remaining open to Climate FieldView and Agrimatics Libra CART data. Users are typically the farm's CFO, owner-operator, or an agribusiness CPA, and the app runs on both Android and iOS plus a web dashboard. The buyers we encounter for integration work are ag lenders, grain elevators, sustainability program operators, and AgTech vendors building on top of the broader Operations Center ecosystem.
Click any thumbnail to enlarge.
Harvest Profit sits inside a wider AgTech ecosystem. Many growers use one of the platforms below alongside Harvest Profit, and integration buyers usually want a single, unified data view across them. We work with all of them; this section is purely a map of the landscape, not a ranking.
Row-crop financials, agronomy, and operations on one platform. Users frequently need P&L parity between Granular and Harvest Profit when consolidating multi-entity operations.
Field activity logging and now part of Bushel; growers run it for in-season activity tracking, then sync activities and grain marketing back into Harvest Profit-style P&L.
Enterprise farm management with a sustainability lens. Common request: bridge Conservis production data with Harvest Profit financials for lenders and investors.
Imports field activities from John Deere Operations Center and Climate FieldView and calculates per-acre cost of production — a parallel view of the same source data Harvest Profit uses.
Bayer's data platform for planting, application, and harvest layers. Already a data partner for Harvest Profit; integration work usually involves extending the existing bridge.
Owns the parent relationship since the 2020 acquisition. The richest source of as-applied and machine data feeding Harvest Profit financials.
Cloud farm accounting; teams that adopt Traction often want to pull Harvest Profit grain marketing and field cost data into Traction's GL.
Desktop-style farm bookkeeping with payroll and inventory. Integration target for growers moving from FarmBooks to a real-time, mobile-first stack.
Crop production and traceability widely used outside the US; useful counterpart to Harvest Profit when an operation has international acres.
Specialty-crop focused (fruit, vegetable). Harvest and packing data from CropTracker can be normalised alongside Harvest Profit's row-crop ledger for diversified operations.
Unified-API provider for AgTech. We often deliver Harvest Profit data in a Leaf-compatible shape so downstream tools that already speak Leaf can plug straight in.
Livestock and mixed-farm record keeping. Combined with Harvest Profit, lets a mixed operation see grain P&L and livestock movements in one report.
We are an independent technical studio focused on App interface integration and authorized API integration. The team brings hands-on experience in mobile applications, fintech, and now AgTech — including engineers who have shipped grain-marketing tools, farm accounting integrations, and protocol analysis projects across Android and iOS.
Send us your target app, the modules you need (e.g. Harvest Profit grain contract sync), and your destination system. We will reply with a scoped quote and timeline.
What do you need from me to start?
Can you write back into Harvest Profit, or only read?
How is this different from the built-in John Deere Operations Center sync?
How do you handle compliance?
In 2024 Harvest Profit publicly committed to expanding grain inventory tracking by entity and landlord, deepening the multi-entity story that already differentiates the Pro plan. The 2025 USDA × Palantir National Farm Security Action Plan also reshaped the conversation about who can move farm data and under what controls. Our delivery defaults reflect both shifts: scoped consent, full audit logs, and explicit retention windows on every integration we ship.
Harvest Profit is a row-crop farm financial platform first released in the late 2010s and acquired by John Deere on November 16, 2020. Its stated mission is to help growers know their farm's numbers as well as they know how to raise a crop.
The mobile app, available on Android (package com.harvestprofit.harvestapp) and iOS, lets growers:
The companion web platform adds Pro-tier features such as landowner splits, equipment cost analysis, lender-grade financial reporting, and the Agrimatics Libra CART grain hauling integration. Together they make Harvest Profit one of the few row-crop tools that ties machine data, agronomic inputs, and grain marketing into a single per-acre P&L view, which is exactly why it is such a high-value source for OpenData / OpenFinance integrations in the AgTech space.