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VM Intelligence · Sample preview · Business Services · Forecast 2027–2033
Artificial Intelligence in Precision Farming Market
- By Technology Type: Machine Learning, Computer Vision, Robotics, Internet of Things (IoT), Big Data Analytics
- By Application: Crop Monitoring and Management, Soil Health Monitoring, Irrigation Management, Yield Prediction, Pest and Disease Detection
- By Component: Hardware (Sensors, Drones, Robots), Software (AI Platforms, Analytics Tools), Services (Consulting, Integration, Support)
- By Farm Type: Row Crops, Horticulture, Livestock Farming, Greenhouse Farming
- By End-User: Large Commercial Farms, Small and Medium Enterprises (SMEs), Agricultural Research Institutions, Government and Public Sector
Key Highlights
A snapshot of what the full report proves- 01 Market size - $X,XXX.XM global market in 2025 - the verified base-year revenue. Executive Summary →
- 02 Forecast - Full 2033 market projection modelled inside - unlock the forecast value to see where the market lands. Market Outlook →
- 03 Growth - Year-by-year CAGR across 2027–2033 - unlock the growth rate and the full model. Market Outlook →
- 04 Leading segment - Machine Learning leads By Technology Type at XX% share. Market, by Service Type →
- 05 Global coverage - Sized across 5 regions and 20 countries, each broken out by segment. Market, by Geography →
- 06 Competitive landscape - 16 companies profiled with SWOT, benchmarking and market-share analysis. Company Profiles →
Inside the Report
12 chapters · 298 pages- 01 Introduction Definition, segmentation & scope p.12 →
- 02 Research Methodology How the numbers were built p.20 →
- 03 Executive Summary The market in one chapter p.34 →
- 04 Market Outlook Drivers, restraints, trends p.66 →
- 11 Competitive Landscape 5 sections p.179 →
- 12 Company Profiles 16 players: SWOT & benchmarking p.187 →
Full report · locked preview
Everything inside the Artificial Intelligence in Precision Farming Market report
A complete, evidence-based study - 12 chapters and 125 sections covering market size, segmentation across 5 axes, regional analysis and 16 company profiles, forecast to 2033.
Segmentation covered
Technology Type 5
Application 5
Component 3
Farm Type 4
End-User 4
Companies profiled
John Deere
Trimble Inc.
AGCO Corporation
CNH Industrial (Case IH
New Holland)
Bayer Crop Science (including Climate Corporation)
Raven Industries
Topcon Positioning Systems
PrecisionHawk
Granular (a Corteva Agriscience company)
Indigo Agriculture
Sentera
+4 more
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16 players profiled - tiered by revenue contribution, footprint and R&D capability.
ACE Matrix · p.153 →John Deere
Tier 1 · Market Leader
SWOT · Benchmarking · Winning imperatives · Strategies
Full profile · p.155 →Trimble Inc.
Tier 1 · Market Leader
SWOT · Benchmarking · Winning imperatives · Strategies · Key developments
Full profile · p.160 →AGCO Corporation
Tier 1 · Market Leader
SWOT · Benchmarking · Winning imperatives · Strategies
Full profile · p.166 →CNH Industrial (Case IH
Tier 1 · Market Leader
SWOT · Benchmarking · Winning imperatives · Strategies · Key developments
Full profile · p.173 →New Holland)
Tier 1 · Market Leader
SWOT · Benchmarking · Winning imperatives · Strategies
Full profile · p.178 →Bayer Crop Science (including Climate Corporation)
Tier 1 · Market Leader
SWOT · Benchmarking · Winning imperatives · Strategies · Key developments
Full profile · p.184 →Raven Industries
Tier 1 · Market Leader
SWOT · Benchmarking · Winning imperatives · Strategies
Full profile · p.191 →Topcon Positioning Systems
Tier 2 · Established Specialist
Overview · Insights · Product benchmarking
Full profile · p.196 →PrecisionHawk
Tier 2 · Established Specialist
Overview · Insights · Product benchmarking
Full profile · p.202 →Granular (a Corteva Agriscience company)
Tier 2 · Established Specialist
Overview · Insights · Product benchmarking · Segment breakdown
Full profile · p.209 →Indigo Agriculture
Tier 2 · Established Specialist
Overview · Insights · Product benchmarking
Full profile · p.214 →Sentera
Tier 2 · Established Specialist
Overview · Insights · Product benchmarking
Full profile · p.220 →AgEagle Aerial Systems
Tier 3 · Niche Player
Overview · Insights · Product benchmarking
Full profile · p.227 →Taranis
Tier 3 · Niche Player
Overview · Insights · Product benchmarking
Full profile · p.232 →Prospera Technologies
Tier 3 · Niche Player
Overview · Insights · Product benchmarking
Full profile · p.238 →CropX
Tier 3 · Niche Player
Overview · Insights · Product benchmarking
Full profile · p.245 →Values shown here are illustrative samples for your understanding — not exact figures. The full report contains the real, verified data.
Global · 2025–2033
$8,174M by 2033 · 11.4% CAGR
Market estimates & forecast (USD Million)
Fig. 15 · p.34 →Segment mix, 2033 (% share)
Fig. 16 · p.35 →- Machine Learning45.0
- Computer Vision14.8
- Robotics19.9
- Internet of Things (IoT)7.6
- Big Data Analytics12.7
Regions, 2025 → 2033 (USD Mn)
§6.1 · p.75 →North America$1,136M → $2,765M · 11.8%
Europe$791.9M → $2,054M · 12.7%
Asia Pacific$723.1M → $1,823M · 12.3%
Latin America$447.6M → $1,035M · 11.0%
Middle East and Africa$344.3M → $778.2M · 10.7%
Top countries, 2033 (USD Mn)
§6.2 · p.78 →Year-over-year growth (%)
§3.12 · p.44 →11.372026
11.372027
11.382028
11.392029
11.422030
11.432031
11.432032
11.452033
CAGR by region (%)
Fig. 22 · p.71 →Market share by company, 2033 (%)
Fig. 41 · p.152 →- John Deere12.0
- Trimble Inc.17.4
- AGCO Corporation10.1
- CNH Industrial (Case IH16.3
- New Holland)5.7
- Bayer Crop Science (including Climate Corporation)10.5
- Others28.0
Segment contribution to growth (%)
Fig. 18 · p.39 →Technology Type26.0%
Application8.3%
Component15.5%
Farm Type25.6%
End-User24.6%
Competitive positioning (ACE matrix)
Fig. 40 · p.153 →Adoption & penetration (% of addressable)
Fig. 12 · p.31 →Revenue by application (USD Mn)
§5.3 · p.62 →Demand by end-use (USD Mn)
§5.4 · p.66 →Average selling price trend (index, 2025=100)
Fig. 27 · p.58 →Top companies by revenue, 2033 (USD Mn)
Fig. 42 · p.155 →Revenue by region, 2033 (%)
Fig. 20 · p.70 →- North America32.7
- Europe24.3
- Asia Pacific21.6
- Latin America12.2
- Middle East and Africa9.2
Values shown here are illustrative samples for your understanding — not exact figures. The full report contains the real, verified data.
8 players benchmarked across 6 dimensions — scored 0–100 from share, portfolio, reach, innovation, financials and installed base. Methodology · §8.1 · p.160 →
Competitive scorecard (score 0–100)
Table 31 · p.161 →| Company | Market share | Product portfolio | Geographic reach | Innovation & R&D | Financial strength | Customer base | Composite |
|---|---|---|---|---|---|---|---|
| John Deere | 83 | 75 | 76 | 78 | 90 | 84 | 81 |
| Trimble Inc. | 77 | 72 | 86 | 84 | 74 | 86 | 80 |
| AGCO Corporation | 73 | 87 | 78 | 76 | 64 | 86 | 77 |
| CNH Industrial (Case IH | 74 | 73 | 69 | 60 | 82 | 79 | 73 |
| New Holland) | 72 | 58 | 77 | 65 | 57 | 69 | 66 |
| Bayer Crop Science (including Climate Corporation) | 58 | 55 | 50 | 57 | 47 | 65 | 55 |
| Raven Industries | 60 | 52 | 59 | 53 | 53 | 53 | 55 |
| Topcon Positioning Systems | 55 | 42 | 58 | 55 | 35 | 50 | 49 |
Vendor positioning (presence × innovation)
Fig. 43 · p.163 →Strengths profile (top 3 players)
Fig. 44 · p.165 →- John Deere
- Trimble Inc.
- AGCO Corporation
Capability coverage
§8.3 · p.168 →| Company | Global delivery | R&D depth | Digital platform | Sustainability | After-sales | Custom solutions |
|---|---|---|---|---|---|---|
| John Deere | ✓ | ◐ | ◐ | ◐ | ◐ | ✓ |
| Trimble Inc. | ✓ | ◐ | ✓ | ✓ | ✓ | ✓ |
| AGCO Corporation | ✓ | ◐ | ◐ | ✓ | ◐ | ✓ |
| CNH Industrial (Case IH | ◐ | ✓ | ✓ | − | ✓ | ✓ |
| New Holland) | ◐ | − | ◐ | ◐ | ◐ | ✓ |
| Bayer Crop Science (including Climate Corporation) | − | − | − | ◐ | − | ◐ |
| Raven Industries | ◐ | − | − | ◐ | − | ◐ |
| Topcon Positioning Systems | − | − | ◐ | − | − | − |
✓ Full ◐ Partial − Limited
Overall competitive index (composite, ranked)
Fig. 45 · p.170 →1John Deere81
2Trimble Inc.80
3AGCO Corporation77
4CNH Industrial (Case IH73
5New Holland)66
6Bayer Crop Science (including Climate Corporation)55
7Raven Industries55
8Topcon Positioning Systems49
Competitive tiers
§8.4 · p.172 →Leader2
Set the pace on share, breadth and innovation.
John DeereTrimble Inc.
Challenger2
Strong scale, closing on the leaders.
AGCO CorporationCNH Industrial (Case IH
Contender1
Focused players with pockets of strength.
New Holland)
Niche3
Specialists in a single segment or region.
Bayer Crop Science (including Climate Corporation)Raven IndustriesTopcon Positioning Systems
Values shown here are illustrative samples for your understanding — not exact figures. The full report contains the real, verified data.
Go-to-market strategy
Land Technology Type in North America, then scale across Artificial Intelligence in Precision Farming Market — a $107M beachhead inside a $1.89B market.
Beachhead (SOM)$107Mobtainable near-term
Serviceable (SAM)$719Mreachable market
Primary motionDirect + partner-ledgo-to-market
Time to scale3 Qto full motion
Ideal customer profile (who to sell to)
§GTM 1 · p.190 →Champion89 fit
Machine Learning
Best fit — highest urgency & budget in Technology Type.
Economic buyer77 fit
Computer Vision
Strong fit — clear ROI and a fast path to value.
End user69 fit
Robotics
Emerging fit — growing demand, longer sales cycle.
Market-entry sequence (beachhead → scale)
Fig. GTM 1 · p.192 →Beachhead · 2025–2026
Win Technology Type in North America
Concentrated ICP, fastest proof and references.
Expand · 2026–2028
Add Application & next regions
Repeat the motion in adjacent, look-alike segments.
Scale · 2028–2033
Full-market coverage + Component
Multi-channel, platform & ecosystem plays.
Channel mix (routes to market)
§GTM 3 · p.195 →Direct sales44%
Partner / channel29%
Digital / self-serve19%
Marketplaces8%
Positioning & messaging
§GTM 2 · p.194 →For Technology Type leaders who need defensible market intelligence, VM Intelligence is the fastest, source-cited way to size, segment and win Artificial Intelligence in Precision Farming Market — unlike generic, static research.
Live & source-cited
Every figure triangulated from 600K+ sources and traceable.
Ready in minutes
A full, tailored report compiled on demand — not weeks.
Scope you control
Pick the chapters, regions and companies that matter.
GTM funnel & unit economics (conversion · CAC / LTV)
Fig. GTM 2 · p.198 →Awareness100%
Marketing qualified39%
Sales qualified24%
Evaluation13%
Closed-won8%
$13.9KCAC
$76KLTV
5.5:1LTV : CAC
< 2 moCAC payback
Values shown here are illustrative samples for your understanding — not exact figures. The full report contains the real, verified data.
Investment thesis
Artificial Intelligence in Precision Farming Market is a resilient opportunity — $1.64B by 2033, compounding at 3.6%.
TAM · 2025$1.24Btoday
TAM · 2033$1.64Bforecast
CAGR3.6%2027–2033
Cumulative$12.9Brevenue opportunity
Market opportunity (TAM · SAM · SOM)
Fig. 3 · p.14 →TAM$1.64BTotal addressable market
SAM$627MServiceable available market
SOM$128MServiceable obtainable market
Growth trajectory (USD Million)
Fig. 4 · p.16 →Why invest now
§2.1 · p.10 →3.6% CAGR
Demand compounds through 2033, outpacing GDP across Technology Type.
Global tailwinds
North America leads today; fastest gains coming from emerging regions.
Structural shift
Adoption in Technology Type moving from early to mainstream — durable secular demand.
Consolidation upside
16+ players, no runaway leader — room to build scale and roll up share.
Investment highlights
§2.2 · p.12 →$1.64BLarge & growingTAM by 2033 at 3.6% CAGR
$627MServiceable nowreachable with today’s model
$128MBeachhead winobtainable near-term share
16+Fragmented fieldplayers — consolidation runway
Return scenarios (2033 market value)
Fig. 6 · p.22 →$1.28BBear2.4% CAGR
$1.64BBase3.6% CAGR
$2.11BBull4.8% CAGR
Key risks & mitigants
§9.1 · p.180 →- Input-cost volatilityLong-term supply contracts & hedging
- Regulatory / policy shiftsDiversified exposure across 5 regions
- Technology disruptionR&D pipeline & Application optionality
- Customer concentrationBroaden installed base beyond top accounts
Values shown here are illustrative samples for your understanding — not exact figures. The full report contains the real, verified data.
Board pack · executive summary
Artificial Intelligence in Precision Farming Market — a $4.89B market by 2033. Plan: grow share from 10.6% to 16.6%.
Market size · 2033$4.89Btotal addressable
Market CAGR8.7%2027–2033
Target share16.6%from 10.6% today
Revenue ambition$812Mby 2033
Strategic scorecard (current vs 2033 target)
Table 1 · p.6 →| Objective | Current | Target · 2033 | Status |
|---|---|---|---|
| Market share | 10.6% | 16.6% | On track |
| Revenue | $489M | $812M | Behind |
| Geographic coverage | 2 of 5 regions | 5 of 5 regions | Ahead |
| Segment coverage | 3 of 5 axes | 5 of 5 axes | Behind |
| Gross margin | 28.2% | 41.6% | At risk |
| Customer retention | 86.0% | 92.0% | On track |
Where to play (strategic priorities)
§1.2 · p.8 →1
Lead segment
Win in Technology Type
Largest revenue pool and fastest secular demand — concentrate to build share here first.
2
Geographic
Expand across North America & beyond
Deepen the leading region, then scale into the fastest-growing emerging markets.
3
Adjacency
Build Application capability
A defensible second engine — invest in Application to widen the moat and cross-sell.
Strategic roadmap (2025–2033)
Fig. 1 · p.10 →Phase 1 · Foundation
2025–2027
- Secure core Technology Type share
- Fix unit economics
- Stand up data & ops
Phase 2 · Scale
2028–2030
- Enter new regions
- Launch Application
- Selective M&A
Phase 3 · Lead
2031–2033
- Category leadership
- Premium mix & margin
- Platform & ecosystem
Board decisions & asks
§1.4 · p.14 →- Approve $122M capacity & capability investment
- Greenlight bolt-on M&A in Application
- Authorise North America expansion plan
- Fund R&D program for Technology Type leadership
Risk watchlist (RAG)
§9 · p.180 →- Demand / macro slowdownOn track
- Competitive share lossOn track
- Input-cost & supply riskOn track
- Regulatory / policy changeBehind
- Execution & talentAt risk
Values shown here are illustrative samples for your understanding — not exact figures. The full report contains the real, verified data.
Sales deck · value proposition
Win the Artificial Intelligence in Precision Farming Market conversation — a $6.13B market you can size, segment and defend in minutes.
Market size · 2033$6.13Btotal opportunity
Growth10.3%CAGR to 2033
Addressable buyers1,127+accounts in scope
Typical ROI6×in year one
Who buys (target personas)
§1.1 · p.4 →Product / BU leader
Head of Technology Type
Goal Grow share in Technology Type
Pain Blind spots on demand, pricing & competitors.
Regional GM
North America lead
Goal Prioritise the right markets
Pain No granular, country-level view of the market.
M&A / strategy
Strategy & Corp Dev
Goal Find where to invest or acquire
Pain Slow, inconsistent third-party research.
From pain to solution
§1.2 · p.6 →Decisions made on stale, generic dataLive, source-cited figures, continuously updated
Weeks waiting on a research vendorA full report compiled in minutes
No view of competitors or whitespaceCompany profiles, ACE matrix & benchmarking
Hard to defend the numbers internallyEvery figure traceable to its original source
The business case (ROI)
Fig. 2 · p.9 →6×return on cost, year one
< 3 mopayback period
$79K+research cost avoided
10×faster than a custom study
Time to insight
Cost to run
Risk of a wrong call
Why buyers trust it (proof points)
§1.3 · p.12 →600K+source studies indexed
100%analyst-reviewed
16+players profiled in this market
Coverage includes
John DeereTrimble Inc.AGCO CorporationCNH Industrial (Case IHNew Holland)Bayer Crop Science (including Climate Corporation)Raven IndustriesTopcon Positioning Systems+8 more
Objection handling
§1.4 · p.14 →“We already have market data.”
This triangulates 600K+ sources into one current, defensible view — not another silo.
“How do we know it’s accurate?”
Analyst-reviewed, and every figure is source-cited and traceable to its origin.
“It’s not in the budget.”
A fraction of a single analyst-day — and it pays back on the first decision it informs.
“We need it tailored to us.”
Choose the chapters, regions and companies before you build — you only pay for scope.
What you get (packages)
§1.5 · p.16 →Report
- Full multi-chapter report
- Market size, share & forecast
- Segment & regional breakdowns
- PDF + editable Excel + PPT
Most popular
Report + Add-ons
- Everything in Report
- Interactive Visualizer
- Competitive benchmarking
- Investor / board / sales decks
Enterprise
- Multiple reports & markets
- Team seats & sharing
- Analyst support & custom scope
- API / data-feed options
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