Modular Ag Equipment / ISOBUS Patent Landscape 2026
The modular agricultural equipment and ISOBUS space is a Growth-stage field with 57 patent families in scope, expanding rapidly with 89% recent-window growth, yet highly concentrated around a single dominant filer. India leads on jurisdictional volume, and machine-vision-driven precision agriculture anchors the dominant technology route.
Stout Industrial Technology leads a fragmented, early-stage applicant field
Stout Industrial Technology Inc holds the top position with 13 patent records, placing it well ahead of all other filers. The next-ranked applicant, Crop Sentry Ltd, holds 3 patent records, and several others are tied at 2 or 1.
The top five filers account for 23% of the combined total among the hundred largest filers, a relatively low concentration ratio that reflects the presence of many academic institutions, individual inventors, and small technology companies rather than established agricultural OEMs.
| # | Applicant | Patent records | Share |
|---|---|---|---|
| 1 | Stout Industrial Technology Inc | 13 | |
| 2 | Crop Sentry Ltd | 3 | |
| 3 | Dayananda Sagar College of Engineering | 2 | |
| 4 | Parikshit N. Mahalle | 2 | |
| 5 | Dattatray G. Takale | 2 | |
| 6 | Wreath Inc | 2 | |
| 7 | BVRIT Hyderabad College of Engineering for Women | 1 | |
| 8 | Dr. Varsha Dange | 1 | |
| 9 | Dr. T. Dinaker Chinna | 1 | |
| 10 | Mayuri Mangesh Gawade | 1 |
| # | Applicant | Patent records | Share |
|---|---|---|---|
| 11 | Dr. Deepa Parasar | 1 | |
| 12 | Mr. Pradeep Chauhan | 1 | |
| 13 | Kamble Aayushee Ghanshyam | 1 | |
| 14 | Koneru Lakshmaiah Education Foundation | 1 | |
| 15 | Dr. K. Sowmya | 1 | |
| 16 | Ms. Nisha Vasudeva | 1 | |
| 17 | Archana Jenis M. R. | 1 | |
| 18 | Dr. R. Devi | 1 | |
| 19 | Vanishree K. | 1 | |
| 20 | J. Venkata Ramana | 1 |
Stout’s lead suggests a deliberate IP strategy around machine-vision-guided modular implements, while the remaining field is distributed across Indian engineering colleges and independent inventors — indicating that large incumbent agricultural equipment manufacturers have not yet staked significant positions in this corpus.
Filing counts for the most recent 18–24 months are understated due to standard patent publication lag; the true pace of activity is likely higher than the raw 2025–2026 figures suggest. Longer-window growth, applicant concentration, and technology-route coverage are therefore more reliable signals than the latest-year bar alone.
Annual filings are rising and AI-plus-soil-working is the dominant technology combination
The filing trend shows strong acceleration from 2020 onward, while the technology composition reveals that agricultural soil-working hardware and AI/data-processing software are being claimed together, pointing to a convergent precision-agriculture thesis.
Annual filing trend
Volume was negligible through 2019, then stepped up from 2020 onward, reaching 9 records in 2024 before a reported 24 in 2025. The 2025–2026 bars are understated by publication lag and should not be read as the final count for those years.
↗ Hover for values · click a bar to ask EurekaTechnology composition
Soil working in agriculture (A01B) is the largest branch, followed by business and commerce data processing (G06Q) and digital information transmission (H04L), with AI models (G06N) and image/video recognition (G06V) close behind — confirming that connectivity and intelligence layers are being claimed alongside the physical implement layer.
↗ Hover for values · click a bar to ask EurekaHighly cited patent families surfaced by the query
Citation-heavy patent families returned by the query. Use this section as citation context, not as a curated list of the most topic-specific patents.
Modular smart implement for precision agriculture
An illustrative modular smart implement for precision agriculture includes a chassis having a hydraulic system, a control system, and articulating tool arms that are adapted to releasably receive one of a tool attachment for working a crop and/or field, including precision planting, cultivating, thinning, spraying, harvesting, and/or data collection. A… (excerpt from the patent abstract)
| # | Patent | Citations |
|---|---|---|
| 1 | Machine vision control system for precision agricu… | 19 |
| 2 | Machine vision plant tracking system for precision… | 13 |
| 3 | Smart farming | 13 |
| 4 | Field monitoring and data collection systems and m… | 11 |
| 5 | Machine vision control system for precision agricu… | 9 |
| 6 | Modular smart implement for precision agriculture | 8 |
| 7 | Machine vision plant tracking system for precision… | 4 |
| 8 | Smart farming | 4 |
Ranked by total forward citations. Citation counts favour older and broadly cited patent families, and broad or adjacent patents may appear when they match the search scope. Treat this section as citation context, not as a curated list of the most topic-specific patents. Some patent titles may be shown in their original, non-English language where an accurate translation could not be guaranteed.
What the competitive structure means for R&D investment decisions
The field is early, academically active in India, and commercially led by one US precision-agriculture specialist. The combination signals high first-mover opportunity for any filer with hardware-software integration capability.
Growth stage with annual filings still rising
The lifecycle stage is classified as Growth, with 89% recent-window growth and no evidence of peak-year easing. The near-zero activity before 2020 confirms the technology only recently crossed the threshold from research concept to patentable implementation. Entrants today still have the ability to define foundational claim boundaries rather than design around an entrenched prior-art wall.
Growth stageOne commercial leader, a long tail of academic filers
Stout Industrial Technology Inc holds 13 patent records — more than four times the next-ranked filer. The remaining applicants are predominantly Indian engineering colleges and individual inventors who collectively hold 1–3 records each. This tier gap means commercial R&D teams face limited direct IP blocking from competitors other than Stout, but should monitor whether larger agricultural OEMs enter and rapidly consolidate positions.
Low commercial concentrationNo co-applicant activity detected in this corpus
The collaboration evidence is pending — no co-applicant pairs appear in the current dataset. This is consistent with a field dominated by a single commercial actor and independent academic inventors who file individually. It also indicates that consortium-style development (common in ISOBUS standards bodies in Europe) has not yet translated into jointly filed patent applications within this corpus.
Evidence pendingIndia dominates filings; US coverage is the only other meaningful market
India accounts for 39 patent records, the United States for 14, Canada for 3, and the EPO for 1. The heavy India weighting reflects the academic filing activity rather than commercial deployment geography. US coverage — primarily from Stout Industrial Technology Inc — represents the commercially relevant protection layer for precision agriculture hardware markets. EPO coverage is minimal, leaving European commercial rights largely unprotected by current filers.
India-led filing geographyGo beyond the landscape: Eureka’s TRIZ Solution agent breaks down an R&D problem and returns patented concept solutions, each with a technical approach and cited patent & literature evidence.
Co-filing pairs, ranked by the number of jointly-filed patent families.
Stout Industrial Technology leads; Dayananda Sagar College is the only other tracked new entrant
The applicant momentum data covers two filers with tracked recent activity. Stout Industrial Technology Inc is a new entrant with an accelerating trajectory focused on machine-vision and soil-working claims; Dayananda Sagar College of Engineering is also a new entrant but with a narrower, academically oriented footprint.
Stout Industrial Technology Inc
Stout Industrial Technology Inc holds 13 patent records and is classified as a new entrant with an accelerating trajectory. Its technology emphasis concentrates on soil working in agriculture (A01B 79, A01B 63) and image/video recognition (G06V 10), reflecting an integrated hardware-plus-machine-vision approach to modular precision implements. This dual focus distinguishes Stout from the predominantly software or data-processing claims filed by academic applicants.
families: 13Dayananda Sagar College of Engineering
Dayananda Sagar College of Engineering holds 2 patent records and is also classified as a new entrant. Its filings emphasize business and commerce data processing (G06Q 50) alongside soil working (A01B 79) and horticulture (A01G 25), suggesting a farm-management-software framing rather than hardware-implement innovation. As an academic institution it is unlikely to pursue aggressive commercial licensing but may be a source of early-stage technology for industry partnerships.
families: 2| Applicant | Recent (3 yrs) | Trend |
|---|---|---|
| Stout Industrial Technology Inc | 8 | ▲ new entrant |
| Dayananda Sagar College of Engineering | 1 | ▲ new entrant |
Image processing, horticulture, and pest control are under-served relative to the core soil-working branch
Several IPC branches adjacent to the dominant A01B soil-working cluster show low absolute counts and low share of the overall corpus, making them worth watching for teams seeking less-contested claim space with plausible technical relevance to modular ag systems.
G06V · Image/video recognition for precision agriculture
With 17 patent records and a 7% share among IPC branches in this corpus, image and video recognition is present but sparse relative to the hardware-layer claims in A01B. Machine vision is technically central to any autonomous modular implement — guiding row tracking, weed detection, and fruit identification — yet the IP coverage here remains thin. Entrants with computer-vision capability could file in this branch to complement or challenge Stout’s existing G06V 10 positions, particularly for specialty-crop or orchard-row applications where existing claims appear limited.
Search this in Eureka →A01M · Pest and vermin control integration with modular implements
Pest and vermin control (A01M) appears in only 10 patent records at 4% share, despite being a natural extension of a sensor-equipped modular implement platform — precision spot-spraying, targeted mechanical weeding, and integrated trap monitoring are all achievable on an ISOBUS-connected modular frame. The branch is sparse, technically adjacent, and has a realistic entry path for any filer already active in A01B or G06V who can add targeted-application actuator or sensor claims.
Search this in Eureka →How leading filers differ by technology route across IPC branches
Route coverage across the main technology branches in the current evidence set.
| Player | A01B 79 · Soil working in agriculture | G06Q 50 · Business, commerce & admin data processing | G06N 20 · Computing based on AI models | H04L 67 · Digital information transmission | A01G 25 · Horticulture & forestry |
|---|---|---|---|---|---|
| Stout Industrial Technology Inc | Strong · 12 | Absent | Absent | Absent | Absent |
| Dayananda Sagar College of Engineering | Absent | Strong · 2 | Moderate · 1 | Moderate · 1 | Moderate · 1 |
| Dattatray G. Takale | Absent | Strong · 2 | Absent | Moderate · 1 | Moderate · 1 |
| A. V. Srinivasa Rao | Absent | Strong · 1 | Absent | Strong · 1 | Strong · 1 |
| Amol Shivajirao Suryawanshi | Absent | Strong · 1 | Absent | Strong · 1 | Strong · 1 |
Frequently asked questions
The corpus covers 57 patent families in scope. Note that filings from the most recent 18–24 months are understated due to patent publication lag, so the true total for 2024–2026 activity is likely higher.
Stout Industrial Technology Inc is the top filer with 13 patent records, more than four times the 3 records held by second-ranked Crop Sentry Ltd. This gap makes Stout the clear dominant commercial actor in the current corpus.
The field is classified as Growth stage, supported by 89% recent-window growth and annual filings that are still rising. Activity was negligible before 2020, indicating the technology is in an early-to-mid commercialization phase rather than a mature or declining one.
India leads with 39 patent records, followed by the United States with 14, Canada with 3, and the EPO with 1. The India weighting largely reflects academic institution filings; the US records represent the primary commercially oriented protection.
Soil working in agriculture (A01B) is the largest branch, followed by business and commerce data processing (G06Q), digital information transmission (H04L), AI models (G06N), and image/video recognition (G06V). The combination reflects convergence of physical implement hardware with connectivity and intelligence software layers.
No co-applicant collaboration activity is detected in the current evidence set. The field is characterized by solo filings from a single commercial leader, academic institutions, and individual inventors. This means consortium-based R&D common in ISOBUS standards development has not yet produced jointly filed patents within this corpus.
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Patent data carries inherent limitations: recent filings (typically the most recent 18–24 months) are under-counted due to standard publication lag; counts may be reported at either a patent-family or a patent-record basis and are not always directly comparable; classification, applicant-name, and citation data may contain errors, duplicates, or omissions; and the underlying search query defines and constrains the scope shown. As a result, the analysis may be incomplete or inaccurate and may not reflect the full technology landscape.
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