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Equipment and machine-data platforms
Platforms from equipment makers and precision-ag companies that collect machine, operator and as-applied data; most are free with the equipment.
5 products in this category; 2 publish a price. Marks reflect what each vendor publicly describes. How we read them.
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| Product | AI | Books | Grain | Fields | Inputs | Labor | Weather | Equip. | Elevator | Mobile | AI level | Pricing | Behind it | HQ | Checked |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ag Leader AgFiniti / SMS | ○ | ○ | ○ | ● | ◐ | ○ | ◐ | ● | ○ | ● | None | Subscription | Equipment maker | US | Verified |
| AGI Farmobile | ○ | ? | ? | ● | ○ | ○ | ◐ | ● | ◐ | ● | None | Contact sales | Equipment maker | US | Partial |
| CNH FieldOps | ? | ○ | ○ | ● | ○ | ◐ | ? | ● | ? | ● | Unverified | Free with equipment | Equipment maker | UK | Partial |
| John Deere Operations Center | ◐ | ○ | ○ | ● | ○ | ◐ | ? | ● | ? | ● | Acts on your records | Free | Equipment maker | US | Partial |
| PTx Trimble FarmENGAGE | ? | ○ | ○ | ● | ◐ | ◐ | ◐ | ● | ? | ● | Unverified | Contact sales | Equipment maker | Not published | Partial |
Each product in brief
Ag Leader AgFiniti / SMS
Ag Leader Technology, Inc.. 3 of 10 capabilities described, 2 partial. Pricing: AgFiniti: free tier ('FREE', create an account); AgFiniti Essentials '$420' per year ('Prices shown in USD'), includes 6000 acres and 250 GB cloud storage; Prescriptions and Multi-Year Analysis license '$0.35/ac'. SMS Basic '$995' one-time plus '$280 yearly maintenance fee'; SMS Advanced '$2,995' one-time plus '$815 yearly maintenance fee'; SMS Mobile price not listed. All from agleader.com, accessed 2026-10-25..
AgFiniti: field mapping, yield analysis, real-time prescriptions, remote view/control of Ag Leader InCommand displays, combining maps from third-party displays; Essentials tier syncs files with John Deere Operations Center, Climate FieldView and 'CNH third-party applications', plus an AgFiniti API. SMS Basic/Advanced desktop: 'File processing from most precision ag displays', crop plans, guidance lines, prescriptions, prescription budget tool, weather history, Sentinel satellite imagery, profit/loss mapping and multi-year analysis (Advanced). Inputs 'partial' = prescriptions/budget tool, not purchasing. Weather 'partial' = weather history in SMS. Mobile: AgFiniti Mobile for iPad and AgFiniti apps on App Store / Google Play; SMS Mobile for field data collection. Ag Leader is primarily a precision-ag display/hardware maker (about 75% aftermarket, 25% OEM sales per Farm Equipment, 2024).
AGI Farmobile
Farmobile, Inc. (operating as AGI Farmobile / AGI SureTrack LLC, Lenexa, Kansas). 3 of 10 capabilities described, 2 partial. Pricing: farmobile.com/subscriptions lists a device subscription with features but no price; 'Universal Wireless File Transfer' $250 (USD) per device per year (USA, 1-year plan). AGI's PUC brand page says 'Contact us for more information or for AGI Farmobile PUC maintenance and support services.' Accessed 2026-10-25..
PUC is a plug-in cab device that streams 'second-by-second source data from a mixed fleet' (engine, diagnostic, planting, spraying, harvest, spreading, GPS) over cellular to the DataEngine platform, which ingests, standardizes, views and shares data (export .csv/.shp/GeoJSON; DataFeed API to third-party systems; permission-based sharing with advisors; universal wireless file transfer office-to-cab). No equipment brands are named on the pages fetched. Elevator/buyer 'partial' and weather 'partial' only via the broader AGI SureTrack FARM app, whose listing describes weather stations, bin monitoring, grain marketing and bookkeeping tools; accounting and grain marketing within Farmobile itself unverified. Farmobile data has been used for carbon/sustainability MMRV (ESMC Eco-Harvest partnership, Oct 2024).
CNH FieldOps
CNH Industrial N.V.. 3 of 10 capabilities described, 1 partial. Pricing: Case IH US FieldOps page: 'No subscriptions. No extra costs.' 'Connectivity Included' removes subscription fees on qualifying Case IH / New Holland machines built after October 1, 2024; owners of earlier machines with compatible modems can activate for a 'one-time fee' through a dealer (amount not published). Accessed 2026-10-25..
FieldOps combines agronomic data (crop health, growth stages, as-applied records, customizable reports) with machine data (real-time location/status, fuel, machine health alerts, maintenance, warranty) and remote view of in-cab displays; Case IH says it works 'whether it's Case IH, your UTV and semi-truck or you run a mixed-fleet'. Labor is partial: operator coordination and account linking for stakeholders, not payroll. CNH cites 'over 40 API connections globally' to third-party digital platforms (specific partners not named on pages fetched; PTx FarmENGAGE lists Case IH FieldOps as compatible). iOS/Android apps for Case IH FieldOps and New Holland FieldOps.
John Deere Operations Center
Deere & Company. 3 of 10 capabilities described, 2 partial. Pricing: Free account; 'Access to Operations Center is free and JDLink Connectivity is available at no cost' (Deere dealer RDO Equipment, 2025-01-15; confirmed by The Robot Report 2026-09-01 and Western Producer 2026-09-30). Premium services (e.g., Operations Center PRO Service) carry paid licenses; amounts not published on pages accessed 2026-10-25..
Connects field, machine and operator data (tillage, seeding, spraying, harvest) from JDLink-connected Deere machines; non-Deere or unconnected machines can be added and the platform is described as usable 'regardless of type, size, or brand'. 'JD' AI assistant answers natural-language questions over the farm's own Operations Center data; in a limited US Early Access Program as of Sept 2026, broader rollout planned later in 2026, included at no extra charge; a separate 'Help AI' for equipment setup launched Aug 2025. Operator/labor is partial (operator performance comparisons, access permissions, not payroll). Third-party 'Connections' let farmers grant access to connected software companies and advisors (e.g., Ag Leader AgFiniti and PTx FarmENGAGE list Operations Center connections). Mobile: Operations Center Mobile and Equipment Mobile apps (iOS/Android).
PTx Trimble FarmENGAGE
PTx Trimble LLC (joint venture). 3 of 10 capabilities described, 3 partial. Pricing: not published.
Three FarmENGAGE tiers on PTx's US feature-comparison page: Starter (manage vehicles/implements/PTx Trimble devices, connect AGCO machines), Data (farm/field setup, up to 5 logins, USB import, equipment location, task reports/coverage maps, prescriptions to Precision-IQ displays), Operations (cloud sync with Precision-IQ, work orders, operator access controls, weather, crop rotation planning, material usage tracking, profitability and scouting reports, harvest tracking with yield and price, management zones, prescription creation). Inputs 'partial' = material usage tracking/prescriptions, not purchasing. Mixed fleet: 'regardless of make or model year'; compatibility agreements named with John Deere Operations Center, Case IH FieldOps, New Holland, Raven Slingshot; connects to Fendt/MF/Valtra displays and PTx Trimble GFX displays. Precision-IQ is the in-cab display application. FarmENGAGE iOS app (free download) formerly 'Trimble Ag Mobile'.
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