Precision Agriculture Platform Controlled Environment Patents
The precision agriculture platform controlled environment space is in active growth, with India-based academic institutions dominating filings and no single commercial incumbent holding a commanding position. Activity is broadly distributed across universities and individual inventors, signaling an early-stage competitive structure where foundational positions remain contestable.
Academic institutions lead a fragmented, growth-stage field
Lovely Professional University and SR University share the top position with 5 patent families each, followed by a cluster of institutions each holding 3 families. The field’s leading applicants are predominantly Indian universities and individual academic inventors, reflecting a research-driven rather than commercially-driven competitive structure.
The top five filers account for 15% of the hundred largest filers’ combined total, indicating a highly fragmented landscape with no dominant incumbent. The tier gap between top-ranked applicants and the broader pool is narrow, meaning many entrants are on roughly equal footing.
| # | Applicant | Patent families | Share |
|---|---|---|---|
| 1 | Lovely Professional University | 5 | |
| 2 | SR University | 5 | |
| 3 | SAVEETHA INST OF MEDICAL & TECH SCI | 3 | |
| 4 | GLA University Mathura | 3 | |
| 5 | Chandigarh University | 3 | |
| 6 | Dr. Abhijit Rameshrao Joshi | 3 | |
| 7 | Yunnan Lvjulong Biotechnology Co., Ltd. | 3 | |
| 8 | Dr. Harikumar Pallathadka | 2 | |
| 9 | Vidyavardhaka College of Engineering | 2 | |
| 10 | Universidade Federal de Minas Gerais | 2 |
| # | Applicant | Patent families | Share |
|---|---|---|---|
| 11 | Dr. Niranjanamurthy M | 2 | |
| 12 | Saveetha Engineering College | 2 | |
| 13 | Dayananda Sagar University | 2 | |
| 14 | Dr. Rajesh Bhaskar Survase | 2 | |
| 15 | Vaibhav Laxman Dhasal | 2 | |
| 16 | LLOYD INST OF ENG & TECH GREATER NOIDA | 2 | |
| 17 | IBM (International Business Machines Corporation) | 2 | |
| 18 | Ningxia Saishangchun Agricultural Products Logistics Co., Ltd. | 2 | |
| 19 | Prema Subhash Kadam | 2 | |
| 20 | Guangxi University | 2 |
The absence of large commercial technology companies — with IBM being the only globally recognized corporate name in the top twenty — implies that industrially deployable, proprietary platforms have not yet been secured at scale. This creates both risk and opportunity for engineering-led entrants.
Filings from 2025–2026 are subject to publication lag and are likely undercounted; the apparent slowdown in the most recent window does not reflect actual inventor activity. Longer-window growth, applicant concentration, and technology-route coverage are therefore more reliable signals than the latest-year bar alone.
Filing volume is rising and technology coverage is broad but software-heavy
Annual filing volume has climbed substantially since 2022, and the technology composition shows a strong concentration in business/data processing and horticultural applications, with AI and connectivity classes adding meaningful secondary weight.
Annual filing trend
Filings were sparse through 2020 (single digits to low teens annually), then accelerated sharply from 2022 onward, reaching 49 families in 2024 and a reported 69 in 2025. The 2026 figure of 40 reflects only a partial year combined with publication lag and should not be read as a decline. The overall 203% recent growth rate confirms this is a field in active expansion.
↗ Hover for values · click a bar to ask EurekaTechnology composition
G06Q (business and administrative data processing) and A01G (horticulture and forestry) are the two dominant IPC classes, each with over 160 records, indicating that most filings combine agronomic subject matter with data platform or decision-support framing. G06N (AI models) and A01B (soil working) form a strong secondary tier, while H04L and H04W reflect IoT connectivity integration. Narrower classes such as G06V (image recognition), G05B (control systems), and B64C (drones) remain comparatively sparse.
↗ 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.
GPU-based edge server and farm management platform…
A platform for managing controlled environment agriculture farms provides hardware and software components with the principal component being an edge server. The edge server stores and processes local data, serves as a central node to a mesh network of IoT devices, and an entry point for the farm’s data to be reached via internet. Secondary components… (excerpt from the patent abstract)
| # | Patent | Citations |
|---|---|---|
| 1 | Integrated IoT (Internet of Things) System Solutio… | 131 |
| 2 | Precision agriculture system and related methods | 37 |
| 3 | Integrated IoT (Internet of Things) system solutio… | 19 |
| 4 | 一种基于智慧农业的高效节能型种植大棚 | 10 |
| 5 | Smart decision support system architecture for IoT… | 9 |
| 6 | 一种基于物联网的智慧农业监控调节方法 | 8 |
| 7 | 一种智慧作物育种信息推荐方法及系统 | 6 |
| 8 | 一种农业种植决策方法及系统 | 5 |
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 structure means for R&D investment
The combination of rapid growth, academic dominance, and geographic concentration in India shapes a distinctive strategic context for engineers and product teams evaluating entry.
Growth stage: annual filings still rising
The lifecycle evidence classifies this field as Growth, with annual filings continuing to rise and the most recent years understated by publication lag. A 203% recent growth rate confirms the field has not reached saturation. Early movers filing now can still establish foundational positions before commercial consolidation begins.
Growth stageHighly fragmented: no dominant incumbent
The top five filers hold only 15% of the hundred largest filers’ combined total, and the leading applicants each hold 5 patent families or fewer. This fragmentation is typical of an early academic phase. A commercial entrant with even a modest but focused filing program could rapidly reach a top-tier position by volume and, more importantly, by claim quality.
Low concentrationLimited co-filing activity; China shows early university–industry pairing
Three co-applicant pairs are recorded. Yunnan Lvjulong Biotechnology and Yuxi Agricultural Vocational Technical College have filed jointly, as have Heilongjiang University with both Suzhou Haferman Technology and Hainan Puman Technology. All three collaborations are between Chinese entities and each involves one filed family. No cross-border or large-scale consortium activity is evident, leaving the collaboration ecosystem largely undeveloped.
Nascent ecosystemIndia dominates; China is a distant second; Western filings are minimal
India accounts for 177 records, making it the overwhelmingly dominant jurisdiction. China follows with 55 records. The United States holds only 5, Canada and EPO 2 each, and PCT/WIPO 2. This jurisdictional skew suggests that commercially important markets — the US, Europe, and Japan — remain largely unprotected territory, which is both a gap and an entry point for applicants willing to file internationally.
India-centricGo 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.
| Applicant | Collaborator | Co-filings |
|---|---|---|
| Yunnan Lvjulong Biotechnology Co., Ltd. | Yuxi Agricultural Vocational Technical College | 1 |
| Heilongjiang University | Suzhou Haferman Technology Co., Ltd. | 1 |
| Heilongjiang University | Hainan Puman Technology Co., Ltd. | 1 |
Co-filing pairs, ranked by the number of jointly-filed patent families.
Universities lead; all top applicants are new entrants in the recent window
Every applicant tracked in the momentum data is classified as a new entrant, confirming that this field’s current leaders have established their positions only recently and that no applicant has demonstrated sustained multi-year dominance.
Lovely Professional University
Lovely Professional University holds 5 patent families and is classified as a new entrant in the recent filing window. Its technology focus spans soil working in agriculture (A01B 79), business and administrative data processing (G06Q 50), and horticulture (A01G 9), reflecting a platform-oriented research agenda that combines agronomic and data-layer innovation. Its co-equal ranking with SR University underscores how thin the competitive lead is at the top of this field.
families: 5SR University
SR University also holds 5 patent families and is a new entrant in the recent period. Its technology emphasis skews more strongly toward the data and connectivity stack — G06Q 50 (business data processing), G06N 3 (AI models), and H04L 67 (digital information transmission) — suggesting a platform-software orientation rather than agronomic hardware. This positions it as a natural counterpart to Lovely Professional University’s more field-operations focus.
families: 5| Applicant | Recent (3 yrs) | Trend |
|---|---|---|
| Lovely Professional University | 2 | ▲ new entrant |
| Yunnan Lvjulong Biotechnology Co., Ltd. | 3 | ▲ new entrant |
| SAVEETHA INST OF MEDICAL & TECH SCI | 2 | ▲ new entrant |
| GLA University Mathura | 3 | ▲ new entrant |
| Chandigarh University | 2 | ▲ new entrant |
| Heilongjiang University | 1 | ▲ new entrant |
Under-served branches adjacent to the dominant technology clusters
Several IPC classes appear in the corpus but at lower relative share, indicating areas where the technology is being applied but patent coverage has not yet densified. These are observations of relative sparsity; technical and commercial viability must be assessed case by case.
A01C · Planting & sowing automation
A01C (planting and sowing) appears in 28 records against 166 for the dominant A01G class, a roughly 6:1 density gap. Controlled-environment platforms that extend precision control to seeding operations — variable-rate seeding, seed-placement optimization tied to soil sensing — represent a natural extension of the field’s horticulture and soil-working core. Entry would build on existing A01B and G06Q filings already in the corpus and could integrate sensor feedback loops already covered under G01N and H04L.
Search this in Eureka →G05B / G05D · Closed-loop control systems for grow environments
G05B (control and regulating systems) and G05D (control of non-electric variables) together account for only 30 records, despite being technically central to any true controlled-environment agriculture platform — covering climate, irrigation, and lighting feedback loops. The sparsity relative to the G06Q and A01G leaders suggests that applicants are filing at the platform-software layer without fully protecting the underlying control-system layer. This gap may be addressable by teams with embedded systems or process-control expertise.
Search this in Eureka →How leading applicants differ by technology route
Route coverage across the main technology branches in the current evidence set.
| Player | G06Q 50 · Business, commerce & admin data processing | A01G 9 · Horticulture & forestry | A01G 25 · Horticulture & forestry | A01B 79 · Soil working in agriculture | G06N 20 · Computing based on AI models |
|---|---|---|---|---|---|
| Lovely Professional University | Strong · 3 | Strong · 2 | Absent | Strong · 3 | Absent |
| SR University | Strong · 5 | Absent | Absent | Absent | Moderate · 2 |
| Chandigarh University | Strong · 3 | Absent | Absent | Strong · 2 | Strong · 2 |
| Dayananda Sagar University | Strong · 2 | Absent | Absent | Absent | Strong · 2 |
| Dr. Harikumar Pallathadka | Strong · 2 | Absent | Strong · 2 | Absent | Absent |
Frequently asked questions
The corpus analyzed contains 247 patent families in scope globally.
Lovely Professional University and SR University are tied at the top, each holding 5 patent families. Both are classified as new entrants in the recent filing window, meaning their positions have been established only recently.
India is the dominant jurisdiction with 177 patent records, far ahead of China at 55. The United States, Canada, EPO, South Korea, and WIPO each account for 5 or fewer records.
The field is classified as Growth. Annual filings have been rising, and a 203% recent growth rate is recorded. The most recent filing years are understated due to publication lag, so actual inventor activity is likely higher than the raw counts suggest.
G06Q (business and administrative data processing) and A01G (horticulture and forestry) each exceed 160 records and are the dominant classes. G06N (AI models), A01B (soil working), H04L (digital information transmission), and G01N (material analysis and testing) form a substantial secondary tier.
Co-filing activity is limited. Three collaboration pairs are recorded, all between Chinese entities: Yunnan Lvjulong Biotechnology with Yuxi Agricultural Vocational Technical College, and Heilongjiang University with each of Suzhou Haferman Technology and Hainan Puman Technology. Each pair has one joint filing. No cross-border consortia are evident.
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Disclaimer. This page is generated from PatSnap Eureka data drawn from a limited snapshot of global patent and scientific-literature records, and is provided for general information and reference only.
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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