Harvest Profit API integration services (farm P&L · grain contracts · OpenData)

Authorized protocol analysis, field-level financial APIs, and AgTech OpenData pipelines built around the Harvest Profit mobile and web platform

From $300 · Pay-per-call available
OpenData · AgTech · Protocol analysis · Field-level P&L

Move farm financials out of one app and into your accounting, ERP, or analytics stack

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.

Field-level P&L API — Pull break-even and per-acre profitability by crop, owner, or entity into BI dashboards, lender packets, and crop-insurance reports.
Grain contract sync — Read, create, and update HTA, basis, cash, and futures-fixed contracts; settle loads and reconcile payments against grain inventory.
Inputs & field applications — Sync seed, fertilizer, chemical, and as-applied passes between Harvest Profit, Operations Center, Climate FieldView, and your agronomy stack.
Lender & landowner exports — Generate landowner share splits, equipment cost allocations, and balance-sheet inputs for ag lenders and CPAs.

Feature modules

1. Authorized account login

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.

2. Field-level P&L extraction

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.

3. Grain contract APIs

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.

4. Inputs & applications sync

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.

5. Landowner & entity splits

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.

6. Webhooks & delta sync

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.

Data available for integration

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 typeSource screen / featureGranularityTypical use
Real-time farm P&LDashboard / Profit & Loss reportOperation, entity, crop, fieldLender covenant monitoring, BI dashboards, internal CFO reporting
Grain contractsGrain Marketing moduleContract, lot, deliveryHedging analytics, broker reconciliation, elevator integrations
Outstanding inventory & yieldInventory / Harvest tabBin, entity, landlord, fieldStorage planning, basis decisions, crop insurance APH support
Inputs (seed, chem, fertilizer)Inputs moduleSKU, rate, field, seasonAgronomy planning, sustainability scoring, ESG reporting
Field applications (as-applied)Applications, Operations Center syncPass, machine, geotag, timeCost-of-production calcs, traceability, prescription validation
Equipment costsEquipment cost analysisAsset, hour, fieldCustom-rate billing, depreciation packets, lender requests
Landowner splits & cash rentPro plan / Landowner reportsEntity, landlord, field share1099-type packets, FSA reporting, land-services apps

Typical integration scenarios

A. Ag-lender covenant monitoring

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.

B. Co-op grain desk reconciliation

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.

C. Sustainability & carbon program ingestion

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.

D. Crop insurance APH & claim support

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.

E. Multi-entity farm CFO consolidation

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.

Technical implementation

Auth: token issuance (pseudocode)

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
}

Field-level P&L (pseudocode)

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
    }
  ]
}

Grain contracts & webhook (pseudocode)

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.

Compliance & privacy

Regulatory alignment

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.

How we handle it

  • Per-grower, per-scope authorization — tokens cover only the data the grower opted into
  • Encrypted transport (TLS 1.2+) and at-rest encryption on any cached payloads
  • Retention windows configurable per integration (default 30 days for raw, longer for aggregates)
  • Full audit log per API call: who, when, scope, IP, response code
  • NDA + signed data processing agreement available on request

Data flow / architecture

A typical pipeline we ship looks like this:

  1. Harvest Profit mobile / web — the source of truth for grower entries.
  2. Studio integration gateway — performs authorized login, token refresh, scoped reads, and write-backs (contracts, applications).
  3. Normalisation layer — maps Harvest Profit objects to your schema (e.g. lender data model, ERP chart of accounts, carbon program intake spec).
  4. Delivery — REST/GraphQL endpoints for your app, webhook fan-out for events, and optional flat-file drops (CSV, XLSX, Parquet) to S3 or GCS.

Market positioning & user profile

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.

Screenshots

Click any thumbnail to enlarge.

Harvest Profit screenshot 1
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Similar apps & AgTech integration landscape

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.

Granular

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.

FarmLogs (Bushel Farm)

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.

Conservis

Enterprise farm management with a sustainability lens. Common request: bridge Conservis production data with Harvest Profit financials for lenders and investors.

Bushel Farm

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.

Climate FieldView

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.

John Deere Operations Center

Owns the parent relationship since the 2020 acquisition. The richest source of as-applied and machine data feeding Harvest Profit financials.

Traction Ag

Cloud farm accounting; teams that adopt Traction often want to pull Harvest Profit grain marketing and field cost data into Traction's GL.

FarmBooks

Desktop-style farm bookkeeping with payroll and inventory. Integration target for growers moving from FarmBooks to a real-time, mobile-first stack.

Agrivi

Crop production and traceability widely used outside the US; useful counterpart to Harvest Profit when an operation has international acres.

CropTracker

Specialty-crop focused (fruit, vegetable). Harvest and packing data from CropTracker can be normalised alongside Harvest Profit's row-crop ledger for diversified operations.

Leaf Agriculture

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.

Mobble

Livestock and mixed-farm record keeping. Combined with Harvest Profit, lets a mixed operation see grain P&L and livestock movements in one report.

What we deliver

Deliverables checklist

  • OpenAPI 3.1 specification for every endpoint we ship
  • Protocol & auth flow report (login, token refresh, session, John Deere SSO bridge where relevant)
  • Runnable source code for login, P&L, grain contract, and applications APIs (Python and Node.js, Go on request)
  • Webhook receiver template + replay tool for missed events
  • Automated test suite (pytest / vitest) covering happy path and 4xx/5xx branches
  • Compliance guidance: Ag Data Transparent principles, NDA, DPA template

Engagement workflow

  1. Scope confirmation: which Harvest Profit modules (P&L, grain, inputs, applications, landowner) and what destination system.
  2. Protocol analysis & API design (2–5 business days).
  3. Build & internal validation (3–8 business days).
  4. Docs, sample requests, and test cases (1–2 business days).
  5. Typical first delivery: 5–15 business days; deeper webhook or multi-entity work may extend the timeline.

About our studio

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.

  • Protocol analysis & authorized API delivery for AgTech, fintech, e-commerce, travel, and social apps
  • Custom Python / Node.js / Go SDKs and test harnesses
  • End-to-end pipeline: protocol analysis → build → validation → compliance review
  • Source code delivery from $300 — runnable API source code and full documentation; pay after delivery upon satisfaction.
  • Pay-per-call API billing — access our hosted endpoints and pay only for the calls you make, no upfront fee.

Contact

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.

Open contact page

FAQ

What do you need from me to start?

The target app name (Harvest Profit), which modules you want exposed, the destination system, and a grower account or sandbox credentials authorized for the integration.

Can you write back into Harvest Profit, or only read?

Both. Read-only is the safest first delivery; once validated we add scoped write endpoints (e.g. create a grain contract, log an application).

How is this different from the built-in John Deere Operations Center sync?

That sync is a fixed, vendor-supplied bridge. Our work covers everywhere that bridge does not reach — lenders, custom ERPs, sustainability programs, multi-tenant SaaS dashboards.

How do you handle compliance?

Authorized access only, with consent records, scoped tokens, retention controls, and alignment with Ag Data Transparent's farm data principles. NDA and DPA are available on request.

Recent context

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.

📱 Original app overview (appendix)

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:

  • View the farm's profit and loss in real time, with break-even and contribution-margin views
  • View, edit, and create grain contracts — cash, HTA, basis, deferred, and futures-fixed
  • View, edit, and create inputs (seed, fertilizer, chemicals) used in budgets and actuals
  • View, edit, and create field-by-field applications, including imports from John Deere Operations Center and Climate FieldView
  • Manage grain inventory by entity and landlord (an area Harvest Profit highlighted in its 2024 roadmap)

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.