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D A T A - D R I V E N A G R I C U L T U R E
M A R C O C A T T A N E O
S O F T W A R E E N G I N E E R & C O - F O U N D E R
@ R E V O T R E E
C O M M O N P R O B L E M I N
A G R I C U L T U R E
W A S T E O F
R E S O U R C E S
(e.g. 70% water waste in agriculture)
W H Y ?
C O M P L E X
E N V I R O N M E N T
D Y N A M I C S
D I F F I C U L T
T O T A K E
D E C I S I O N S
W H Y ?
C O M P L E X
E N V I R O N M E N T
D Y N A M I C S
D I F F I C U L T
T O T A K E
D E C I S I O N S
S O L U T I O N
D E L E G A T E
A N A L Y S I S A N D
D E C I S I O N S T O
A L G O R I T H M S
H O W
C O L L E C T
D A T A
Sensors, satellite,
drones, management
software etc.
A N A L Y Z E
D A T A
P R O V I D E
O U T P U T S
H O W
C O L L E C T
D A T A
Sensors, satellite,
drones, management
software etc.
A N A L Y Z E
D A T A
P R O V I D E
O U T P U T S
Machine learning,
agronomic models etc.
H O W
C O L L E C T
D A T A
Sensors, satellite,
drones, management
software etc.
A N A L Y Z E
D A T A
Machine learning,
agronomic models etc.
P R O V I D E
O U T P U T S
Decisions, insights
etc.
H O W
A C A D E M I C A P P R O A C H
Theoretical, research oriented
M A R K E T - R E A D Y A P P R O A C H
Practical, business oriented
A C A D E M I C
A P P R O A C H
S P E C I F I C
C O N T E X T S
T O A S S E S
M O D E L S
P E R F O R M A N C E
M A R K E T - R E A D Y
A P P R O A C H
M O R E G E N E R A L
S E T T I N G S
T O P R O V I D E
S E R V I C E S T O
E N D U S E R S
R E V O T R E E S O L U T I O N
W H A T W E D O
R E V O T R E E I S A M O N I T O R I N G
A N D A U T O M A T I O N S Y S T E M
C A P A B L E O F A U T O N O M O U S L Y
M A N A G E O R C H A R D
I R R I G A T I O N
H O W
1
3
2
4
D A T A C O L L E C T E D
T H R O U G H S E N S O R S
I N S I G H T S P R O V I D E D
T O E N D U S E R S
D A T A U S E D T O
T R A I N A L G O R I T H M S
R E M O T E O R
A U T O N O M O U S
C O N T R O L O N V A L V E S
H O W
C O L L E C T
D A T A
A N A L Y Z E
D A T A
P R O V I D E
O U T P U T S
I o T S E N S O R S
H O W
C O L L E C T
D A T A
A N A L Y Z E
D A T A
P R O V I D E
O U T P U T S
G S M A N D W i - F i
C O M M U N I C A T I O N
H O W
C O L L E C T
D A T A
A N A L Y Z E
D A T A
P R O V I D E
O U T P U T S
S O I L M O I S T U R E
S O I L W A T E R P O T E N T I A L
A I R T E M P E R A T U R E A N D
H U M I D I T Y
R A I N G A U G E
H O W
C O L L E C T
D A T A
A N A L Y Z E
D A T A
P R O V I D E
O U T P U T S
C L O U D - B A S E D
M A C H I N E L E A R N I N G
C L O U D - B A S E D
S T O R A G E
H O W
C O L L E C T
D A T A
A N A L Y Z E
D A T A
P R O V I D E
O U T P U T S
A U T O N O M O U S
V A L V E C O N T R O L
H O W
C O L L E C T
D A T A
A N A L Y Z E
D A T A
P R O V I D E
O U T P U T S
I N S I G H T S F O R E N D
U S E R S
I M P A C T O N
A G R I B U S I N E S S
I N S I G H T S A N D
C O N T R O L F O R
F A R M E R S
I M P A C T O N
A G R I B U S I N E S S
I N S I G H T S F O R
A G R O N O M I S T S
I N S I G H T S A N D
C O N T R O L F O R
F A R M E R S
I M P A C T O N
A G R I B U S I N E S S
I N S I G H T S F O R
A G R O N O M I S T S
I N S I G H T S F O R
S T A K E H O L D E R S
I N S I G H T S A N D
C O N T R O L F O R
F A R M E R S
I N S I G H T S F O R
S T A K E H O L D E R S
I N S U R A N C E W E A T H E R F O O D C H A I N
I N S I G H T S F O R
S T A K E H O L D E R S
I N S U R A N C E W E A T H E R F O O D C H A I N
I N S I G H T S F O R
S T A K E H O L D E R S
I N S U R A N C E W E A T H E R F O O D C H A I N
T H A N K Y O U !
M A R C O . C A T T A N E O @ R E V O T R E E . I T
R E V O T R E E S . R . L .  
V I A M A S S I M O D ' A Z E G L I O 3 , M I L A N O

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Marco Cattaneo, Revotree

  • 1. D A T A - D R I V E N A G R I C U L T U R E M A R C O C A T T A N E O S O F T W A R E E N G I N E E R & C O - F O U N D E R @ R E V O T R E E
  • 2. C O M M O N P R O B L E M I N A G R I C U L T U R E W A S T E O F R E S O U R C E S (e.g. 70% water waste in agriculture)
  • 3. W H Y ? C O M P L E X E N V I R O N M E N T D Y N A M I C S D I F F I C U L T T O T A K E D E C I S I O N S
  • 4. W H Y ? C O M P L E X E N V I R O N M E N T D Y N A M I C S D I F F I C U L T T O T A K E D E C I S I O N S
  • 5. S O L U T I O N D E L E G A T E A N A L Y S I S A N D D E C I S I O N S T O A L G O R I T H M S
  • 6. H O W C O L L E C T D A T A Sensors, satellite, drones, management software etc. A N A L Y Z E D A T A P R O V I D E O U T P U T S
  • 7. H O W C O L L E C T D A T A Sensors, satellite, drones, management software etc. A N A L Y Z E D A T A P R O V I D E O U T P U T S Machine learning, agronomic models etc.
  • 8. H O W C O L L E C T D A T A Sensors, satellite, drones, management software etc. A N A L Y Z E D A T A Machine learning, agronomic models etc. P R O V I D E O U T P U T S Decisions, insights etc.
  • 9. H O W A C A D E M I C A P P R O A C H Theoretical, research oriented M A R K E T - R E A D Y A P P R O A C H Practical, business oriented
  • 10. A C A D E M I C A P P R O A C H S P E C I F I C C O N T E X T S T O A S S E S M O D E L S P E R F O R M A N C E
  • 11. M A R K E T - R E A D Y A P P R O A C H M O R E G E N E R A L S E T T I N G S T O P R O V I D E S E R V I C E S T O E N D U S E R S
  • 12. R E V O T R E E S O L U T I O N
  • 13. W H A T W E D O R E V O T R E E I S A M O N I T O R I N G A N D A U T O M A T I O N S Y S T E M C A P A B L E O F A U T O N O M O U S L Y M A N A G E O R C H A R D I R R I G A T I O N
  • 14. H O W 1 3 2 4 D A T A C O L L E C T E D T H R O U G H S E N S O R S I N S I G H T S P R O V I D E D T O E N D U S E R S D A T A U S E D T O T R A I N A L G O R I T H M S R E M O T E O R A U T O N O M O U S C O N T R O L O N V A L V E S
  • 15. H O W C O L L E C T D A T A A N A L Y Z E D A T A P R O V I D E O U T P U T S I o T S E N S O R S
  • 16. H O W C O L L E C T D A T A A N A L Y Z E D A T A P R O V I D E O U T P U T S G S M A N D W i - F i C O M M U N I C A T I O N
  • 17. H O W C O L L E C T D A T A A N A L Y Z E D A T A P R O V I D E O U T P U T S S O I L M O I S T U R E S O I L W A T E R P O T E N T I A L A I R T E M P E R A T U R E A N D H U M I D I T Y R A I N G A U G E
  • 18. H O W C O L L E C T D A T A A N A L Y Z E D A T A P R O V I D E O U T P U T S C L O U D - B A S E D M A C H I N E L E A R N I N G C L O U D - B A S E D S T O R A G E
  • 19. H O W C O L L E C T D A T A A N A L Y Z E D A T A P R O V I D E O U T P U T S A U T O N O M O U S V A L V E C O N T R O L
  • 20. H O W C O L L E C T D A T A A N A L Y Z E D A T A P R O V I D E O U T P U T S I N S I G H T S F O R E N D U S E R S
  • 21. I M P A C T O N A G R I B U S I N E S S I N S I G H T S A N D C O N T R O L F O R F A R M E R S
  • 22. I M P A C T O N A G R I B U S I N E S S I N S I G H T S F O R A G R O N O M I S T S I N S I G H T S A N D C O N T R O L F O R F A R M E R S
  • 23. I M P A C T O N A G R I B U S I N E S S I N S I G H T S F O R A G R O N O M I S T S I N S I G H T S F O R S T A K E H O L D E R S I N S I G H T S A N D C O N T R O L F O R F A R M E R S
  • 24. I N S I G H T S F O R S T A K E H O L D E R S I N S U R A N C E W E A T H E R F O O D C H A I N
  • 25. I N S I G H T S F O R S T A K E H O L D E R S I N S U R A N C E W E A T H E R F O O D C H A I N
  • 26. I N S I G H T S F O R S T A K E H O L D E R S I N S U R A N C E W E A T H E R F O O D C H A I N
  • 27. T H A N K Y O U ! M A R C O . C A T T A N E O @ R E V O T R E E . I T R E V O T R E E S . R . L .   V I A M A S S I M O D ' A Z E G L I O 3 , M I L A N O