AI in Agriculture Market by Product Type, Distribution Channel, End User 2024-2032
                     Global AI in Agriculture 
Market Research and 
Forecast Report 2024-
2032
Format: PDF+EXCEL
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We prov ide a comprehensive sui te of  market  entry  and expansion serv ices.  Our of fer ings inc lude 
thorough market  assessment ,  feas ib i l i ty  s tudies,  company incorporat ion ass is tance,  fac tory  setup 
suppor t ,  regulatory  approvals and l icens ing navigat ion,  branding,  market ing and sales st rategies,  
compet i t ive landscape and benchmark ing analyses,  pr ic ing and cost  research,  and procurement  
research.  These serv ices are des igned to ass is t  companies in  evaluat ing market  oppor tuni t ies ,  
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compet i tors,  and opt imiz ing procurement  s t rategies.
Accord ing  to  t he  la tes t  repor t  by  IMARC G roup ,  t i t l ed  " AI  i n  Agr icu l tu re  Market :  
G loba l  I ndust ry  T rends ,  Share ,  S ize ,  Grow th ,  Opportun i ty  and  Forecast  2024-
2032, "  t he  g loba l  A I  i n  agr i cu l t u re  marke t  s i ze  reached  US$ 1 . 8  B i l l i on  in  2023 .
Factors Af fect ing  the  Growth  of  the AI  in  Agricu l ture  Industry:
Report Enhanced Crop Yie ld  and Moni tor ing:
The  inc reas ing  demand  f o r  enhanced  c rop  y ie l d  and more  e f f i c ien t  mon i t o r ing  
Highlight and sys tems rep resent s  one  o f  t he  c ruc ia l  f ac to r s  impe l l i ng  the  marke t  g rowt h .  The r i s ing  need  t o  max im ize  ag r i cu l t u ra l  p roduc t i v i t y  t o  mee t  f ood  demands  i s  
encourag ing  t he  adop t i on  o f  A I  t echno log ies ,  i nc lud ing  mach ine  learn ing  (ML)  and 
Description pred ic t i ve  ana ly t i cs ,  t o  ana lyze  fa rm  da ta ,  enab l ing  fa rmers  to  make  more  
in f o rmed dec is i ons .  
These  techno log ies  he lp  in  p red ic t ing  the  op t ima l  p l an t i ng  seasons ,  
unders t and ing  so i l  hea l th ,  and  manag ing  pes ts  and  d iseases  more  e f f ec t i ve ly .  
These  A I -d r i ven  so lu t i ons  a lso  ass is t  i n  rea l - t ime mon i t o r ing  o f  c rop  g rowth ,  
ensur ing  tha t  i ssues  a re  iden t i f i ed  and  addressed  prompt l y ,  t hereby  s ign i f i can t l y  
improv ing  y ie ld  and  qua l i t y .
Integrat ion of  Big Data:
The in teg ra t ion  o f  b ig  da ta  ana ly t i cs  in  ag r icu l tu re  i s  ano ther  ma jo r  d r ive r .  The  
vas t  amount  o f  da ta  genera ted  f rom var ious  sources  l i ke  sa te l l i te  imagery ,  so i l  
senso rs ,  wea ther  s ta t ions ,  and  d rones  p rov ide  va luab le  ins igh ts  fo r  fa rmers ,  
and  A I  a lgo r i thms ana lyze  th is  da ta  to  p rov ide  ac t ionab le  ins igh ts  on  c rop  
Report hea l th ,  so i l  cond i t i ons ,  mo is tu re  leve ls ,  and  wea ther  p red ic t ions .  
Th is  he lps  in  op t im iz ing  ag r i cu l tu ra l  p rac t ices ,  reduc ing  resource  was te ,  and  
Highlight and i nc reas ing  c rop  p roduc t i v i t y .  Th is  incorpora t ion  a lso  enab les  p red ic t i ve  
ana ly t i cs  fo r  be t te r  p lann ing  and  r i sk  management ,  t hus  mak ing  fa rming  more  
sus ta inab le  and  e f f i c ien t  i n  the  face  o f  c l ima te  change  and  o the r  
Description env i ronmen ta l  cha l lenges .
Adoption of  Precision Agr icul ture:
The g rowing  adop t ion  o f  p rec is ion  agr icu l tu re ,  wh ich  invo lves  the  use  o f  A I  
and  the  in te rne t  o f  th ings  ( IoT)  techno log ies  to  enab le  more  p rec ise  and  
con t ro l led  fa rming  p rac t ices ,  i s  pos i t i ve l y  in f luenc ing  the  marke t .  Th is  i nc ludes  
the  use  o f  sensors ,  g loba l  pos i t i on ing  sys tems (GPS) ,  and  A I -d r iven  dec is ion  
suppo r t  sys tems to  op t imize  f i e ld - leve l  management  regard ing  c rop  fa rming .
Th is  method  max imizes y ie lds  wh i le  m in im iz ing  env i ronmen ta l  impac t  by  
ta i lo r ing  fa rming  p rac t i ces  based  on  spec i f i c  cond i t i ons  o f  each  par t  o f  t he  
f i e ld .  I t  enab les  fa rmers  to  app ly  the  r igh t  amount  o f  inpu ts  l i ke  wa te r ,  
fe r t i l i ze rs ,  and  pes t i c ides  a t  t he  r igh t  t ime  and  p lace ,  the reby  reduc ing  cos ts  
and  inc reas ing  susta inab i l i t y .  The  e f f i c iency  and  cos t -e f fec t iveness  o f  
Report prec is ion  agr icu l tu re  a re  ma jo r  fac to rs  con t r ibu t ing  to  i t s  i nc reased  adop t ion  g loba l ly .
Highlight and Request  for  a  PDF sample  o f  th is  repor t :  
h t tps : / /www. imarcgroup .com/a i - i n -ag r i cu l tu re -marke t / reques tsamp le
Description
Report Description
Global  AI  in Agricul ture Market  Trends:
The increas ing employment  o f  autonomous robots  in  farming operat ions for  per forming a wide range of  
tasks,  such as harvest ing,  weeding,  and p lant ing,  wi th  prec is ion and ef f ic iency is  suppor t ing the market  
growth.  The adopt ion of  automat ion robots  is  a lso dr iven by the need to  reduce labor  costs  and increase 
operat iona l  e f f ic iency.  These robots  not  on ly  work  fas ter  than human laborers  but  a lso wi th  greater  
accuracy,  reduc ing waste and improv ing y ie ld  qual i ty .
Fur thermore,  the growing in tegrat ion of  b lockchain  technology in  agr icu l tura l  operat ions is  enhanc ing 
t raceabi l i ty  and t ransparency in  the agr icu l tura l  supply  cha in .  Th is  technology prov ides a  secure and 
immutable  ledger  for  record ing t ransact ions,  which is  c ruc ia l  for  t rack ing the journey of  agr icu l tura l  
products  f rom farm to  tab le .  I t  ensures the authent ic i ty  o f  organic  and susta inably farmed produce,  thereby 
bu i ld ing t rus t  among consumers.
View Report  TOC,  F igures and Tables :  ht tps: / /www.imarcgroup.com/ai - in-agricul ture-market
Breakup by Off ering:
• Software
• Hardware
• AI-as-a-Service
• Services
Report Breakup by Technology:
• Machine Learning
Segmentation
• Computer Vision
• Predict ive Analytics
Breakup by Application:
• Precis ion Farming
• Agriculture Robots
• Livestock Monitoring
• Drone Analytics
• Labor Management
• Others
Breakup by Region:
Report 
• North America
Segmentation • Asia-Pacifi c
• Europe
• Latin America
• Middle East and Afr ica
• A.A.A Taranis Visual Ltd.
• Ag Leader Technology
• AgEagle Aerial Systems Inc.
• Bayer AG
Competitive • Deere & Company
Landscape • Gamaya
• Granular Inc. (DuPont de Nemours,  Inc.)
with Key 
• International Business Machines Corporation
Players • Raven Industr ies Inc.
• Trimble Inc.
• Oracle Corporation
• Wipro Limited
What was the size of the global AI in agriculture market 
in 2023?
What is the expected growth rate of the global AI in 
agriculture market during 2024-2032?
What are the key factors driving the global AI in 
agriculture market?
Key 
What has been the impact of COVID-19 on the global AI 
Questions in agriculture market?
Answered in What is the breakup of the global AI in agriculture market based on the offering?
the Report What is the breakup of the global AI in agriculture 
market based on the technology?
What is the breakup of the global AI in agriculture 
market based on the application?
What are the key regions in the global AI in agriculture 
market?
Who are the key players/companies in the global AI in 
agriculture market?
1     P r e f a c e
2     S c o p e  a n d  M e t h o d o l o g y
    2 . 1     O b j e c t i v e s  o f  t h e  S t u d y
    2 . 2     S t a k e h o l d e r s
    2 . 3     D a t a  S o u r c e s
        2 . 3 . 1     P r i m a r y  S o u r c e s
        2 . 3 . 2     S e c o n d a r y  S o u r c e s
    2 . 4     M a r k e t  E s t i m a t i o n
Table of         2 . 4 . 1     B o t t o m - U p  A p p r o a c h        2 . 4 . 2     T o p - D o w n  A p p r o a c h
    2 . 5     F o r e c a s t i n g  M e t h o d o l o g y
3     E x e c u t i v e  S u m m a r y
4     I n t r o d u c t i o n
Contents     4 . 1     O v e r v i e w    4 . 2     K e y  I n d u s t r y  T r e n d s5     G l o b a l  A I  i n  A g r i c u l t u r e  M a r k e t
    5 . 1     M a r k e t  O v e r v i e w
    5 . 2     M a r k e t  P e r f o r m a n c e
    5 . 3     I m p a c t  o f  C O V I D - 1 9
    5 . 4     M a r k e t  F o r e c a s t
6      M a r k e t  B r e a k u p  b y  O f f e r i n g
    6 . 1     S o f t w a r e
        6 . 1 . 1  M a r k e t  T r e n d s
        6 . 1 . 2  M a r k e t  F o r e c a s t
    6 . 2     H a r d w a r e
        6 . 2 . 1  M a r k e t  T r e n d s
        6 . 2 . 2  M a r k e t  F o r e c a s t
    6 . 3     A I - a s - a - S e r v i c e
        6 . 3 . 1  M a r k e t  T r e n d s
        6 . 3 . 2  M a r k e t  F o r e c a s t
       
    6 . 4     S e r v i c e s
        6 . 4 . 1  M a r k e t  T r e n d s
        6 . 4 . 2  M a r k e t  F o r e c a s t
7     M a r k e t  B r e a k u p  b y  T e c h n o lo g y
    7 . 1     M a c h i n e  L e a r n i n g
        7 . 1 . 1  M a r k e t  T r e n d s
        7 . 1 . 2  M a r k e t  F o r e c a s t
    7 . 2     C o mp u t e r  V i s i o n
        7 . 2 . 1  M a r k e t  T r e n d s
        7 . 2 . 2  M a r k e t  F o r e c a s t
    7 . 3     P r e d i c t i v e  A n a l y t i c s
        7 . 3 . 1  M a r k e t  T r e n d s
Table of         7 . 3 . 2  M a r k e t  F o r e c a s t8     M a r k e t  B r e a k u p  b y  A p p l i c a t io n
    8 . 1     P r e c i s i o n  F a r m i n g
        8 . 1 . 1  M a r k e t  T r e n d s
Contents         8 . 1 . 2  M a r k e t  F o r e c a s t
    8 . 2     A g r i c u l t u r e  R o b o t s
        8 . 2 . 1  M a r k e t  T r e n d s
        8 . 2 . 2  M a r k e t  F o r e c a s t
    8 . 3     L i v e s t o c k  M o n i t o r i n g
        8 . 3 . 1  M a r k e t  T r e n d s
        8 . 3 . 2  M a r k e t  F o r e c a s t
    8 . 4     D r o n e  A n a l y t i c s
        8 . 4 . 1  M a r k e t  T r e n d s
        8 . 4 . 2  M a r k e t  F o r e c a s t
    8 . 5     L a b o r  M a n a g e m e n t
        8 . 5 . 1  M a r k e t  T r e n d s
        8 . 5 . 2  M a r k e t  F o r e c a s t
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