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Smart Livestock Farming
Potential of Digitalization
for Global Meat Supply
Discussion Paper
Demand for meat has increased dramatically over recent
decades. Global production has quadrupled from 80 to
over 300 million tonnes between 1963 and today. This
development is mainly driven by continuous population
growth and rising per capita incomes. In the past, most
of the demand growth could be met by increases in
slaughter weights, but the growth in animal productivity
is expected to slow down in the future.
The livestock sector already uses one third of global
arable land and 8% of available freshwater. It is also
largely responsible for deforestation and biodiversity
loss, and contributes 15% of global CO2
emissions.
As population and incomes are expected to continue
their growth, there will also be large increases in demand
for meat. Therefore, the objective for the sector must be
to fulfill future demand, ensure consistent quality, and
to achieve this in a sustainable manner without causing
irreparable environmental damage or exceeding global
resources.
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
03
Key Challenges for the Meat Production Sector		 04
Strategic Options for Facing the Challenges	 10
Potential Impact of Digitalization on Global Meat Supply	 12
Smart Livestock Farming 	 16
	
Implementation Barriers and How to Address Them	 24
Examples of Farming Innovations 	 26
What Deloitte Can Provide		 30
04
Key Challenges for the
Meat Production Sector
Increases in global population and global welfare are expected to drive an increase
in meat demand from 334 million tonnes in 2015 to 498 million tonnes* in 2050
* Tonne refers to a metric ton, i.e. 1,000 kg.
Global population will increase almost 40% by 2050
Global per capita income will almost double by 2050
From 7.3 billion people in 2015 …
From $15,628 in 2015 …
… to 9.7 billion in 2050
… to $30,333 in 2050
7.3
15,628
9.7billion
billion
30,333
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
05
* In million tonnes of carcass weight equivalent (cwe)
Driven by the strong growth in population and per capita income,
global meat demand will increase by almost 50%
2015 2050
Most of this demand growth will come from developing regions, especially Africa and Asia
In addition, per capita consump-
tion will increase by 13% from 45
to 51 kg per year.
Africa will increase its meat
consumption more than
2.5-fold from 20 to 71 mil-
lion tonnes by 2050. Per
capita consumption will
rise from 18 to 30 kg per
year.
Asia will increase its meat
consumption by 50% from
150 to 224 million tonnes
by 2050. Per capita con-
sumption will rise from 34
to 43 kg per year.
498*
334*
million
tonnes million tonnes
71 224
06
The impact of livestock farming on natural resources is funder
further pressure from consumers demanding higher quality
products and readily available information
Livestock is already one of the most demanding sectors
in terms of resource use and emission intensities
Land use, for feed crops and grazing
•
• 26% of the earth’s ice-free surface is used
for grazing
•
• One third of global cropland is dedicated
to feed crop production
Greenhouse gases (GHG), which fuel
global warming
•
• In 2015, global GHG emissions reached
57 gigatonnes (Gt), with livestock ac-
counting for 15% of it
•
• The meat sector alone produced over 5
Gt of emissions during the same year
Resource allocation due to lack of
efficient logistics
•
• The lack of business ecosystems and in-
tegrated supply chains is one of the root
causes of waste resulting from meat pro-
duction
•
• Non-transparent information flows ham-
per the delivery of products to the prod-
ucts to the right place at the right time
Water use for feed crop and animal
drinking and servicing
•
• 8% of global freshwater use can be allo-
cated to livestock farming
Manure excretion, which can pollute
groundwater
•
• Over 13 billion tonnes of manure are pro-
duced per year, which requires a consid-
erable amount of agricultural land to ap-
ply it on
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
07
In addition, several consumer demands put pressure on farmers to increase
productivity and sustainability of operations
Lower meat and dairy prices
Better animal health, welfare,
and living conditions
Volatile demand patterns, especially in
summer (“barbecue demand”)
Increased availability of information
at the right time
Always fresh products
Reduce antibiotics use
08
While land and water are likely to be suffering from regional shortages,
GHG emissions will constrain meat production on a global scale
Land and water resources
•
• A detailed evaluation of land
and water resources, as well
as of manure land require-
ments, showed that the land
and water available today will
be sufficient at a global level
until 2050
•
• Even under a worst-case sce-
nario, where production re-
mains at current levels and
demand for livestock prod-
ucts and crops increases by
70 and 100% respectively,
global resources would be
sufficient
•
• However, regional shortages
will very likely occur over the
coming years and decades as
spare land and water is often
not readily accessible, locat-
ed far away from where it is
needed, or suffers from other
constraints such as pollution
or past disease outbreaks
•
• Therefore, a reduction of land
and water use, as well as of
manure generation, will be
especially important for re-
gions where resource con-
straints are already apparent
today
•
• If global emission growth
continues on its path, GHG
emissions will reach 139 Gt in
2100 and the earth’s temper-
ature will be 4.5°C above pre-
industrial levels
•
• As governments have realized
the threat of global warming,
agreements were reached
to decrease emissions. The
meat sector plays a crucial
role in achieving these ob-
jectives, as it accounts for al-
most 10% of emissions.
•
• Under the business as usual
(BAU), meat emissions would
increase from 5.2 Gt per year
today to almost 8 Gt in 2050
•
• To keep global warming be-
low 2°C, meat emissions have
to be decreased to 3.2 Gt by
2050
GHG emissions and temperature
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
09
200
250
300
350
400
450
500
550
600
2015 2020 2025 2030 2035 2040 2045 2050
59%
Atmospherical carbon dioxide in ppmv
(parts per million by volume)
Time
Keeping global temperatures below the agreed level means that global
meat production cannot meet even half the demand in 2050
If global warming is to be kept
within 2°C above pre-industrial
levels, only 41% of global meat
demand can be met by 2050
CO2
level BAU (4.5°C) – 591
Demand – 498
CO2
level (3.5°C) – 392
CO2
level (3.2°C) – 355
CO2
level as today – 331
CO2
level (3°C) – 325
CO2
level (2.6°C) – 289
CO2
level (2°C) – 203
10
Strategic Options
for Facing the Challenges
Smarter production, nutrition, and waste management, as well as increased animal
welfare and better education, have the potential to decrease the impact of livestock
farming on our natural resources
Global best practice roll-out
Best practices are methods or techniques
that have consistently shown results supe-
rior to those achieved by other means.
Large yield and productivity gaps exist
across the sector, especially between in-
dustrialized and developing countries.
Digitalization can make a roll-out easier,
faster, and less expensive by leveraging
transparent supply chains, cloud comput-
ing, improved networks, and global knowl-
edge platforms.
Precision feeding
Precision feeding can be a highly effective
tool in enabling a reduction of feed intake
per animal while also maximizing individual
growth rates.
It enables the provision of the right amount
of feed, in the right nutrient composition,
at the right time, and for each animal indi-
vidually.
Smart waste management
About 20% of all meat goes to waste every
year. Although most waste is generated
at the consumer end, the root causes lie
across the whole supply chain, e.g. poor
packaging or bad meat quality.
Smart waste management offers high po-
tential to first identify such root causes and
second, to improve existing processes and
thereby decrease waste amounts.
The intelligent collection and use of data is
key to understanding what is produced and
what is thrown away. Through this, players
along the supply chain can make focused
adjustments to reduce waste at their end.
11
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
Animal health and welfare monitoring
Health issues and diseases can decrease
production efficiency of livestock by up to
33%. The trend towards more and more
intensification of livestock farming sys-
tems increases productivity, but can al-
so have adverse effects on animal health
and welfare, and increases the risk of rapid
and far-reaching disease outbreaks with-
in stocks.
Through ICT and the IoT, more perfor-
mance-related data can be collected from
the animals, for example through cameras
and image recognition software, wearables,
as well as weight or sound monitoring.
In addition, data from livestock facilities can
also help to improve animal health, for ex-
ample through climate, air quality and ven-
tilation monitoring and by using drones.
Reduced beef consumption
In 2015, cattle accounted for over 60% of
total meat livestock emissions, while beef
only accounted for 20% of total meat con-
sumption. Meat from non-ruminants such
as pork and poultry produces far fewer
emissions, which offers wide potential to
reduce emissions by reducing the amount
of beef that is consumed.
Digitalization can help facilitate changes
in demand patterns, e.g. by using ICT or
crowdsourcing platforms to find innovative
ways of communicating the benefits of die-
tary changes.
12
Five Approches with Impact on
Global Meat Supply
Digitalization can maximize the impact of these strategic initiatives to significantly
reduce the impact of meat production and simultaneously drive economic benefits
25% 10% 28%
2.5%
13%
… of emissions could be reduced by a glob-
al roll-out of best practices*. Global warm-
ing could be kept below 3.5°C while ful-
filling total demand for 2050. Under the
Paris Agreement 2° target, output could
be increased by 33% from 203m to 271m
tonnes, which represents 54% of global de-
mand for 2050.
Best practices* Meat waste Consumption shift away from beef
Precision feeding Smart animal health and welfare
… of emissions could be eliminated by re-
ducing meat waste with the help of dig-
ital technologies. The 3°C goal could be
reached and demand could be fulfilled until
2040 under the 2°C objective. Further, 70%
of all demand for 2050 could be fulfilled un-
der this objective.
… of emissions and more could be reduced
by a consumption shift away from beef to-
wards meat with lower emission intensi-
ties, such as poultry and pork. The 28% re-
duction could be achieved by reducing the
share of beef in overall meat consumption
to one third of today’s level, i.e. 7%, and
shifting the rest of the demand towards
poultry and pork. Through this, the 2°C
objective could be reached while also
fulfilling total demand for meat.
… of emissions could be further reduced by
the installation of smart animal health and
welfare monitoring techniques. Deloitte
estimates that these could reduce animal
losses by at least 65%. The 2.6°C goal could
hence be reached. However, emission fig-
ures do not reflect the great monetary ben-
efits to individual farmers of preventing dis-
eases and disease spreads, among other
advantages.
… of emissions could further be reduced by
a widespread implementation of precision
feeding. Sector emissions in 2050 would
be below today’s level while fulfilling all de-
mand. 62% of demand could be fulfilled un-
der the 2°C objective.
* 
Adaptation of best practices of the top 10% of
farmers with lowest emissions within a region
or agricultural zone; Source: Gerber et al., 2013.
Tackling climate change through livestock – A
global assessment of emissions and mitigation
opportunities. Food and Agriculture Organization
of the United Nations (FAO), Rome
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
13
200
250
300
350
400
450
500
550
600
Atmospherical carbon dioxide in ppmv
(parts per million by volume)
Time
2015 2020 2025 2030 2035 2040 2045 2050
A successive implementation of all five approaches could prevent the emergence
of a meat supply gap and enable production to fulfill the demand
Beef reduction – 516
Demand – 498
Health monitoring – 353
Smart waste management – 344
Precision feeding – 310
Best practice roll-out – 271
Business as usual – 203
Notes  assumptions: All figures in million tons of cwe; best practice roll out: 2018-2030, precision feeding: 2018-2038,
waste reduction: 2018-2050, animal monitoring: 2018-2030, reduced beef consumption: 2030-2050; results build up on
each other, i.e. the figure for precision feeding also includes the productivity increases of the best practice roll-out.
14
There are more areas than just
the reduction of emissions per
meat unit that are positively
impacted by the digitalization of
the Global Meat Supply
Reduction of waste enabled
by a better allocation of resources
Reduction of waste
enabled by a better
allocation of resources
Increased efficiency
for supply
chain players
More efficient
logistics through
data analytics
Creation of jobs, e.g.
data stewards on farms
Better use of
manure through
the use of collabo-
rative platforms
f
15
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
Although digitalization offers
enormous potential in productivity
gains, it seems that, in the long
run, demand can only be fulfilled
if changes on the consumer end
towards less consumption of beef
occur as well.
16
Smart Livestock Farming
Several technological enhancements fuelled the rise of
digitalization over recent decades
Artificial Intelligence (AI)
The ability of a computer or robot to per-
form tasks commonly associated with intel-
ligent beings. It includes learning, reasoning
and self-correction. It generates insights
from data more quickly and accurately than
humanly possible and is able to act auto-
matically on that insight.
Information and Communication
Technologies (ICT)
Technologies that provide access to infor-
mation through telecommunication, includ-
ing the internet, wireless networks, mobile
phones ,and other communication media.
Cyber-Physical Systems (CPS) and
Internet of Things (IoT)
A CPS is a mechanism controlled or moni-
tored by computer-based algorithms. The
network of connected CPS, people, and de-
vices creates the IoT where devices com-
municate and cooperate with each other
and with humans in real-time, thereby ena-
bling decentralized and automatized deci-
sion-making adjustments to reduce waste
at their end.
Cloud Computing
The practice of using a network of remote
servers hosted on the internet to store,
manage, and process data, rather than us-
ing local servers or personal computers.
Big Data Analytics
The process of collecting, organizing, and
analyzing this data to discover patterns,
trends, correlations, consumer preferenc-
es, and other information.
Platforms
A platform is a business model that cre-
ates value by facilitating exchange between
two or more interdependent groups, usual-
ly consumers and producers. Examples are
Facebook and Uber.
Such platforms also offer opportunities for
the meat livestock sector, e.g. e-Sourcing
platforms for transports along the supply
chain, but also for a more efficient distri-
bution of manure from local animal to local
crop farmers.
17
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
Crowdsourcing
Crowdsourcing is the practice of obtaining
input for a task or project by enlisting ser-
vices of a large number of people, paid or
unpaid, typically via the internet.
Within the livestock sector, crowdsourcing
is especially interesting for emission reduc-
tion, efficient feed composition, and ani-
mal health, as these topics are of a growing
public interest and benefit from a diverse
field of creative minds.
Transparent supply chains
Digitalization offers great potential in cre-
ating real-time transparency along supply
chains and across company borders, due
to the increased amount and accuracy of
available data.
Across sectors and industries, corporations
can create platforms where the different
stakeholders can easily communicate and
exchange data, information, and knowledge
to improve the supply chain as a whole,
thereby creating a competitive advantage.
Flexible production systems
Real-time transparency along the supply
chain also builds the foundation for estab-
lishing flexible and adaptable production
systems.
Better data availability, together with pre-
dictive analytics, enables real-time optimi-
zation of multi-functional production as-
sets in small loops, thereby allowing flexible
production planning and control. This of-
fers enormous potential to the meat sector,
since demand can be volatile at times.
Digital patterns arise from these technologies which will be critical in the
roll-out of smart farming technologies within the livestock sector
18
EBITDA
(€)
Time
Transparency and
digital processes
Data based
operating models
Digital
business models 20–30%
10–20%
5–10%
Smart Livestock Farming
Digital business models improve company bottom lines
The potential of digitalization can be divided
into three main approaches*:
Data-based operating models
This approach goes beyond the electronic
reproduction of processes by really lever-
aging new technologies, such as big data,
predictive analytics, and IoT. It is based on
pattern recognition, resilient networks, and
self-organization.
Digital business models and Triple
Long Tail Strategy*
•
• Digital business models are characterized
by customized products and individual-
ized services, enabled by digital technol-
ogies such as additive manufacturing, IoT,
big data, pattern recognition, and predic-
tive analytics
•
• Within digital business models, Deloitte
further proposes a Triple Long Tail Strat-
egy by not only providing a long tail of
products, i.e. mass production plus niche
and customized products, and a long tail
of services, i.e. value added and digital
services, but also a price long tail com-
posed of value and cost based pricing
structures
Approaches build on each other, meaning
that transparency and data-based oper-
ating models are prerequisites for digital
business models.
* Wehberg, G., Die Triple Long Tail Strategie, (www.TripleLongTail.com)
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
19
The value of data increases when (un)structured
data is processed, enriched, and analyzed to create
actionable insights
Limited impact
Multiple impact
Structured data
Data w/o governance
Data w/ governance
Descriptive
Diagnostic
Predictive
Prescriptive
Unstructured data
Data description
Impact level of
data is low – data is
unstructured
Data is processed
and enriched
within the analysis
High impact level
of data – driving
results
Actions
Insights
Analytics
Processing
Repository
Ingestion
Generation
20
Smart livestock farming aims to achieve
more productive, efficient, and sustainable
farm operations based on the effective use
of digital technologies
The largest potential lies in individual animal
monitoring and analysis, which is referred
to as precision livestock farming (PLF). In
PLF, tools and sensors are used to continu-
ously and automatically monitor key perfor-
mance indicators of livestock in the areas
of animal health, productivity, and environ-
mental load.
Source: Guarino, M., T. Norton, D. Berckmans, E. Vranken, and D. Berckmans. 2017. A blueprint for
developing and applying precision livestock farming tools: A key output of the EU-PLF project
Productivity
Environmental load
Animal welfare
and health
Feed
Weight
Climate
Waste
Behavior
Use of PLF
Smart livestock farming allows
the farming industry to
leverage digitalization
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
21
Operations can be improved further when farmers
also share the information collected across the
supply chain with relevant stakeholders, such as
veterinarians, slaughterhouses, meat processors,
and animal feed producers.
Feed conversion
ratio (FCR)
Health 
mortality rate
Environmental
impact
Energy
efficiency
Productivity Profitability
22
Our point of view
Data-driven and digital technology-enabled sustainable solutions
require new business models and partnerships
Trends in sustainability and agriculture
Reduce GHG emissions
Companies across the value chain aim to
reduce carbon footprint. For example, car-
bo sequestration is used to compensate
for direct GHG emissions and improve soil
health. Data tracking and reporting in the
value chain and carbon pricing enable a val-
orization of emission reductions. The value
of carbon certificates vary by region; €2-18/
ton CO2
. Increased costs for such certificates
could further motivate companies to reduce
their carbon footprint.
Digital animal monitoring
Digital devices like wearables are gaining
ground in cattle monitoring, enabling re-
al-time information on individual cows, e.g.
to improve health, lactation, or reproduc-
tion. A newly developed feed additive im-
proves milk quality through milk solids. A
data solution could track these increases
while measuring other real-time informa-
tion for individual cows to improve health,
lactation, and/or reproduction.
Smart farming
Farmers are under pressure to produce
more with less, using precision agriculture,
digital technologies, and high-value nutri-
ent sources. A data solution could set up a
wider business model and extract addition-
al value, for example by using data for sup-
ply chain efficiency or food traceability (like
the Deloitte-supported FarmIQ project) to
enable smart farming and improve on-farm
profitability.
Ecosystems and collaboration
Companies become increasingly interde-
pendent and are developing ecosystems
in which they collaboratively work towards
common goals. A value proposition will link
with adjacent data streams extracted by
agricultural companies to add value to the
ecosystem. A data solution provides a plat-
form for all players in the network to enable
smart farming, carbon accreditation, and
improvements in operational efficiency.
Animal welfare
Consumers have become more aware of
animal welfare. Brand owners increasing-
ly focus on supply chain monitoring and
quality assurance to guarantee animal wel-
fare. A linked data solution will allow brand
owners to better track animal welfare and
husbandry at the farms, thereby improving
supply chain transparency.
Govt. and consumer awareness
Governments are signing up to Sustaina-
ble Development Goals, and consumers
are increasingly aware of the origin of their
products and their personal environmental
footprint. A value proposition allows gov-
ernments and international institutions to
demonstrate sustainability improvements
and compliance. This also allows dairy com-
panies to track carbon footprint, protecting
their brand value.
Source: AHDB, NC State University, The world bank: Reaffirming our commitment to carbon pricing and climate action (July 2017)
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
23
Deloitte identified six relevant business models for agricultural companies and
potential partners to monetize the data-driven value proposition
Opportunities for creating value from data
1. Product Innovators
enhance their pro­
ducts
and services with data
3. Data Providers
gather and sell raw
data without adding
much value to it
5. Value Chain
Integrators
share data with partners
to extend offerings or
reduce costs
2. Systems Innovators
use data to integrate
multiple product types
4. Data Brokers
combine data from mul-
tiple sources, create in-
sights with analytics,
and sell
6. Delivery Network
Collaborators
share data to drive
deal making, enable
advertising
Data-enabled differentiation
•
• The product is still the primary source of
value, but data about the product is used
to improve the product or service offer-
ing
•
• Data-enabled differentiation is typically a
solo opportunity – products from a single
vendor are the dominant gateway to the
opportunity
Data brokering
•
• Company data only provides sufficient
value when combined with other sources,
or company lacks capabilities to tap op-
portunity indepdently
•
• When the opportunity cannot be tapped
by a single vendor with a single product,
data brokering opportunities arise
Data-based delivery networks
•
• Multiple companies work together and
share data to tap data opportunities
•
• Companies specialize in one or two ca-
pabilities needed to enable the delivery
network
Source: Harvard Business Review, Harbor Research
Solo Opportunities Collaborative Opportunities
24
Implementation Barriers and
How to Address Them
Barriers that have prevented a broader adoption of smart livestock farming so far
have to be resolved to facilitate global and timely implementation
•
• Collaboration with partners
or consultants to overcome
investment hesitance by pro-
viding extensive analysis
about feasibility, costs, and
pay-offs as well as implemen-
tation support
•
• Knowledge sharing platforms,
e-Learning tools, and custom-
ized services from hardware
and software providers could
help farmers to leverage the
full potential of technologies
installed
•
• Lack of exchange between
farmers hinders information
spreading by word of mouth
•
• Direct impact and improve-
ment potential on individual
farm level often not clear be-
forehand
•
• In advance farmers find PLF
technologies hard to operate
•
• A lot of hardware and soft-
ware tools are still in their in-
fancy
•
• Availability of cheap labor and
lack of financial resources, es-
pecially in developing coun-
tries
•
• Farmers are soon discour-
aged if the technologies fail to
work correctly right away
•
• Lack of infrastructure, e.g.
broadband internet
High initial investment and uncertainty
about actual potential
Problems with reliability
and ease of use
•
• Increased communication
about smart farming through
modern ICT will help to raise
awareness of the topic, its
benefits and potential
•
• Government investment into
digital infrastructure
•
• A reliable technological ba-
sis is required to encourage
farmers into low-risk imple-
mentation
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
25
•
• Clear sector emission goals
for the future could assist a
timely implementation
•
• Implementation of an open
data approach through-
out the supply chain based
•
• Encourage farmers to be-
come data brokers
•
• Data ownership and securi-
ty: Most governments are just
starting to implement poli-
cies relevant to digitalization.
Smart farming requires infor-
mation sharing across supply
chains, but farmers are often
not willing to provide access
to their data in the light of un-
•
• Farmers typically focus main-
ly on their core business and
have little or no interest in da-
ta gathering
certainties about ownership
and security of their data
•
• Emission reductions in agri-
culture: So far, none of the
global climate agreements
include emission reduction
objectives for the agricultur-
al sector
•
• Lack of tools for exchanging
data across the value chain
Lack of policies and
legislation
Lack of collaborative
business models
on adequate standards and
guidelines
•
• Implementation of policies
to give farmers ownership of
their data
•
• Establish collaborative busi-
ness models to gain transpar-
ency throughout the whole
value chain
26
Examples of Farming Innovations
Challenges
Higher demand
for (animal) protein
Efficient
resource use
Urbanisation
Higher consumer
demands
Sustainability 
animal welfare
Food
marketplace 
e-Commerce
Agricultural
bio-
technology
Farm
management
SW, Sensing,
and IoT
Novel
Farming
Systems
Supply
Chain
Technologies
Bioenergy 
biomaterials
Innovative
food
Farm
equipment (incl.
robotization)
1,285
719
363 247 180 123 111 109
Barriers that have prevented a broader adoption of smart livestock farming so far
have to be resolved to facilitate global and timely implementation ...
Challenges  technologies addressing challenges
(sum of seed investment in United States by tech category, in USD million, 2016)
Tech has significant impact on challenge Tech has some impact on challenge
Source: non-exhaustive list of seed investments, Agrifunder Investment Report 2016
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
27
… leading to technological and business model innovations
across the value chain, all the way from farm to fork
Examples of innovations by link in the value chain
(Letters refer to examples on next slides and appendix)
Source: Monitor Deloitte desk research
Raw
materials
A S C M
P
R
N I
Animal/
Aqua
Feed 
Premix
Farmers Producers Brands
28
Examples of Farming Innovations
Groundbreaking protein discovery platform
Nuritas from Dublin uses AI and machine learning to discover
high potential bioactive peptides, and proteins. Discoveries lead
to patented peptipes with medicinal and nutritious properties.
Key is that the method can be used on waste streams of tradition-
al foodstuffs. Waste can thus be turned into medicine and food
again, by isolating the valuable high potential peptideds. The start-
up obtained EUR 3 m funding last year from Singapore-based New
Protein Capital (NPC), U2‘s Bono and Silicon Valley investor Ali Par-
tovi. Partovi has invested in the likes of Dropbox and Facebook in
the past.
Small device determines vitamin deficiencies
Vitameter, by the Canadian start-up of the same name, is a sim-
ple blood test that allows users to check themselves regularly for
vitamin deficiencies. They take a drop of blood and test it in the
device. The Vitameter then determines the concentration of all
standard and important nutrients in the blood. If needed, users
can then target deficiencies with supplements. Vitameter is par-
ticularly useful for vegans or people with food intolerances who are
unable to feed themselves optimally, as it saves them from doc-
tors' visits. The device is about to enter beta testing.
3D-printing vegan milk
The US start-up Perfect Day has developed milk of the same name
that is vegan while still tasting like fresh dairy. The animal-free milk
is produced with laboratory-bred yeast, natural ingredients and
fermentation processes. The team 3D-prints bovine DNA sequenc-
es onto the yeast, triggering the production of casein proteins that
are also found in natural milk. The proteins are mixed with corn
sugar and other ingredients in fermentation tanks and left to de-
velop. Supermarkets will stock “Perfect Day” by the end of 2017.
Robot tends and guides cattle herds
Scientists at the Australian Centre for Field Robotics at the Univer-
sity of Sydney have developed a robot named SwagBot which is
designed to help cattle breeders in the Australian outback. Accord-
ing to the results of a pilot test on a farm, the robot is able to herd
cattle independently, clear weeds, and pull heavy loads. The robot
will be developed to also be able to check the health of cattle by
using sensors to analyse body temperature and movement.
A EUR 3 m (funding)
EUR 0.1 m EUR n/a
EUR 4 m
I
M N
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
29
Cow sends sms alerts to farmer
The Swiss start-up Anemon has developed a device that can detect
when a cow is fertile and then sends out a text message to inform
the farmer. A sensor is implanted in the cow's genitals to measure
body heat and transmit the results to another sensor on the ani-
mal's collar that tracks body motion. The collar also features a SIM
card so the farmer can pay to receive SMS alerts when the cow is
ready for reproduction.
Transparency from farm to fork through blockchain
Startup Food Blockchain XYZ has formulated a plan to create Food
Supply Chain 2.0 by using blockchain. The startup hopes to tackle
the six major challenges: Lack of insight, central party reliance, mis-
leading labels, the inability for small producers to compete, sup-
ply chain opacity, and a lack of sustainability. Food Blockchain XYZ
will leverage series of interconnected sensors to introduce com-
prehensive food quality assurance, without the intervention of hu-
mans.
Software for optimum feeding on farms
The Dresden-based company fodjan has developed software
called fodjan smart feeding which enables farmers to work out
the right food rations for their businesses. Several feeding goals
are taken into account, including cost savings and animal health.
For planning purposes, the software makes it possible to set up an-
imal-based feeding calendars and check out the respective stocks
of food. Besides all the feed-related features, fodjan smart feed-
ing also helps farmers to manage their farms more efficiently.
No AI but algae to break new grounds
TerraVia is a next-generation food, nutrition, and specialty ingredi-
ents company that harnesses the power of algae, the mother of all
plants and earth's original superfood, to deliver much-needed in-
novation and sustainable solutions to the food industry. TerraVia's
algae-based platform is transforming our food system by bringing
together better nutrition and great taste, along with economic and
environmental sustainability. Its algae-oriented mother company
Solazyme has raised EUR 108 m so far.
EUR n/a EUR 108 m
EUR n/a EUR 0.5 m
P S
R C
30
What Deloitte Can Provide
Deloitte not only offers extensive knowledge and experience within the
agricultural sector, human capital, change management and finance …
Industry know-how
•
• Extensive market knowledge and project
experience within the field of agriculture,
livestock farming, and animal nutrition
•
• Extensive client portfolio from global in-
dustry leaders to SMEs
•
• Large set of relevant industry-specific
and cross-industry benchmarks and best
practices
•
• Analysis of customers, products, and ser-
vices, incl. the identification of potential
for customization
Functional support
•
• Support for tendering and RFP processes
•
• Preparing and conducting negotiations,
incl. training
•
• Insight into supplier and buyer produc-
tion structures and networks
•
• Demand management capabilities
•
• Cross-functional optimization expertise
Human capital and finance
•
• Developing people, e.g. training, e-Learn-
ing and knowledge sharing platforms
•
• Change and stakeholder management
capabilities and experts
•
• Identification and assessment of finan-
cial requirements and potential effects on
bottom line
•
• Comprehensive risk management
•
• Cost accounting tools for dynamic and
value pricing
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
31
… but also in the area of digitalization
Proven model for digital strategy
development
•
• Framework for strategic processes
•
• Use cases to support all relevant objec-
tives
•
• Deloitte Greenhouse and Digitalization
Labs for strategy development and align-
ment
Project experience for implementation
•
• Identification of improvement potential
and implementation of digital approach-
es and business models
•
• Measures with high performing data min-
ing tools
•
• Proven tools, methods, and use cases if
required as a managed service
System selection and implementation
•
• Best practices for the definition of busi-
ness requirements
•
• Market overview and assessment of lead-
ing software solutions
•
• Project management and technical imple-
mentation for leading software packages
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
32
Smart Livestock Farming
Dr Goetz Wehberg
Partner
Chemicals Consulting Lead
Germany
Willem Vaessen PhD
Partner
Chemicals Value Chain
The Netherlands
“One of the key challenges in the global meat
supply sector is fulfilling rising global de-
mand while lowering emissions per meat unit.
However, the current business models have
reached a natural limit in terms of optimization
potential. This is where digital business mod-
els come into play. Deloitte’s Triple Long Tail©
strategy is at the heart of digital business mod-
els and supply chains. It generates value by
means of individualized products and services
as well as performance based pricing and cost
allocation on a causal basis. The combination
of expedient big data analytics with deep meat
industry knowledge enables Deloitte’s pioneer-
ing approach to smart livestock farming.“
”The emergence of digital business models and
data-driven organizations is pivotal in the fu-
ture of agriculture. Feeding the world will be
increasingly dependent on organizations that
are willing to transcend the traditional barriers
between industries. If agricultural companies
dare to implement fundamental changes to
their traditional activities by leveraging emerg-
ing technology and applying new business
models, productivity in the value chain will in-
crease considerably. Significant players such
as John Deere have already recognized this
and are investing in these technologies, as evi-
denced recently by the USD 300 million acqui-
sition of Blue River, an AI start-up.”
Views on Potential of Digitalization for Global Meat Supply
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
33
Fred Nijland
Director
Innovation and Growth Services
The Netherlands
Tim Berger
Senior Manager
Supply Chain Management Chemicals Industry
Germany
“The agri market is searching for ways to ad-
dress food chain challenges through technol-
ogy. New modes of interaction with consum-
ers, but also new ways of meeting changing
customer expectations, bring in a significant
competitive edge for players in nutrition. An
increasing number of players dip their toes in
the water of seemingly far-fetched parts of the
value chain. By bringing new skills and visions
to these areas, they open up blue oceans for
themselves. Across the market, competing and
non-competing players are exploring partner-
ships based on shared ambitious goals and
complementary competences.”
“What we typically see is skepticism among
farmers when it comes to new business mod-
els, especially with new technologies involved.
Often, it is difficult for agricultural companies
to convince farmers to collaborate on a digi-
tal basis. That is one reason why collaborative
business models in the livestock sector are at
a relatively early stage. Through a transparen-
cy increase with the help of knowledge sharing
platforms, e-Learning tools, and customized
services for farmers, we see a good potential to
overcome implementation barriers and to gen-
erate significant value for all parties along the
value chain.”
34
Your contacts
Dr Goetz Wehberg
Partner
Chemicals and Specialty Materials Consulting Lead
Germany
gwehberg@deloitte.de
Fred Nijland
Director
Innovation and Growth Services
The Netherlands
fnijland@deloitte.nl
Willem Vaessen PhD
Partner
Chemical Value Chain
The Netherlands
wilvaessen@deloitte.nl
Tim Berger
Senior Manager
Supply Chain Management Chemicals Industry
Germany
tiberger@deloitte.de
Smart Livestock Farming 
| Potential of Digitalization for Global Meat Supply
35
This communication contains general information only not suitable for addressing the particular circumstances of any
individual case and is not intended to be used as a basis for commercial decisions or decisions of any other kind. None of
Deloitte Consulting GmbH or Deloitte Touche Tohmatsu Limited, its member firms, or their related entities (collectively, the
“Deloitte network”) is, by means of this communication, rendering professional advice or services. No entity in the Deloitte
network shall be responsible for any loss whatsoever sustained by any person who relies on this communication.
Deloitte refers to one or more of Deloitte Touche Tohmatsu Limited, a UK private company limited by guarantee (“DTTL”),
its network of member firms, and their related entities. DTTL and each of its member firms are legally separate and
independent entities. DTTL (also referred to as “Deloitte Global”) does not provide services to clients. Please see www.
deloitte.com/de/UeberUns for a more detailed description of DTTL and its member firms.
Deloitte provides audit, risk advisory, tax, financial advisory and consulting services to public and private clients spanning
multiple industries; legal advisory services in Germany are provided by Deloitte Legal. With a globally connected network
of member firms in more than 150 countries, Deloitte brings world-class capabilities and high-quality service to clients,
delivering the insights they need to address their most complex business challenges. Deloitte’s approximately 263,900
professionals are committed to making an impact that matters.
Issue 11/2017

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smart-livestock-farming (1)

  • 1. Smart Livestock Farming Potential of Digitalization for Global Meat Supply Discussion Paper
  • 2. Demand for meat has increased dramatically over recent decades. Global production has quadrupled from 80 to over 300 million tonnes between 1963 and today. This development is mainly driven by continuous population growth and rising per capita incomes. In the past, most of the demand growth could be met by increases in slaughter weights, but the growth in animal productivity is expected to slow down in the future. The livestock sector already uses one third of global arable land and 8% of available freshwater. It is also largely responsible for deforestation and biodiversity loss, and contributes 15% of global CO2 emissions. As population and incomes are expected to continue their growth, there will also be large increases in demand for meat. Therefore, the objective for the sector must be to fulfill future demand, ensure consistent quality, and to achieve this in a sustainable manner without causing irreparable environmental damage or exceeding global resources.
  • 3. Smart Livestock Farming | Potential of Digitalization for Global Meat Supply 03 Key Challenges for the Meat Production Sector 04 Strategic Options for Facing the Challenges 10 Potential Impact of Digitalization on Global Meat Supply 12 Smart Livestock Farming 16 Implementation Barriers and How to Address Them 24 Examples of Farming Innovations 26 What Deloitte Can Provide 30
  • 4. 04 Key Challenges for the Meat Production Sector Increases in global population and global welfare are expected to drive an increase in meat demand from 334 million tonnes in 2015 to 498 million tonnes* in 2050 * Tonne refers to a metric ton, i.e. 1,000 kg. Global population will increase almost 40% by 2050 Global per capita income will almost double by 2050 From 7.3 billion people in 2015 … From $15,628 in 2015 … … to 9.7 billion in 2050 … to $30,333 in 2050 7.3 15,628 9.7billion billion 30,333
  • 5. Smart Livestock Farming | Potential of Digitalization for Global Meat Supply 05 * In million tonnes of carcass weight equivalent (cwe) Driven by the strong growth in population and per capita income, global meat demand will increase by almost 50% 2015 2050 Most of this demand growth will come from developing regions, especially Africa and Asia In addition, per capita consump- tion will increase by 13% from 45 to 51 kg per year. Africa will increase its meat consumption more than 2.5-fold from 20 to 71 mil- lion tonnes by 2050. Per capita consumption will rise from 18 to 30 kg per year. Asia will increase its meat consumption by 50% from 150 to 224 million tonnes by 2050. Per capita con- sumption will rise from 34 to 43 kg per year. 498* 334* million tonnes million tonnes 71 224
  • 6. 06 The impact of livestock farming on natural resources is funder further pressure from consumers demanding higher quality products and readily available information Livestock is already one of the most demanding sectors in terms of resource use and emission intensities Land use, for feed crops and grazing • • 26% of the earth’s ice-free surface is used for grazing • • One third of global cropland is dedicated to feed crop production Greenhouse gases (GHG), which fuel global warming • • In 2015, global GHG emissions reached 57 gigatonnes (Gt), with livestock ac- counting for 15% of it • • The meat sector alone produced over 5 Gt of emissions during the same year Resource allocation due to lack of efficient logistics • • The lack of business ecosystems and in- tegrated supply chains is one of the root causes of waste resulting from meat pro- duction • • Non-transparent information flows ham- per the delivery of products to the prod- ucts to the right place at the right time Water use for feed crop and animal drinking and servicing • • 8% of global freshwater use can be allo- cated to livestock farming Manure excretion, which can pollute groundwater • • Over 13 billion tonnes of manure are pro- duced per year, which requires a consid- erable amount of agricultural land to ap- ply it on
  • 7. Smart Livestock Farming | Potential of Digitalization for Global Meat Supply 07 In addition, several consumer demands put pressure on farmers to increase productivity and sustainability of operations Lower meat and dairy prices Better animal health, welfare, and living conditions Volatile demand patterns, especially in summer (“barbecue demand”) Increased availability of information at the right time Always fresh products Reduce antibiotics use
  • 8. 08 While land and water are likely to be suffering from regional shortages, GHG emissions will constrain meat production on a global scale Land and water resources • • A detailed evaluation of land and water resources, as well as of manure land require- ments, showed that the land and water available today will be sufficient at a global level until 2050 • • Even under a worst-case sce- nario, where production re- mains at current levels and demand for livestock prod- ucts and crops increases by 70 and 100% respectively, global resources would be sufficient • • However, regional shortages will very likely occur over the coming years and decades as spare land and water is often not readily accessible, locat- ed far away from where it is needed, or suffers from other constraints such as pollution or past disease outbreaks • • Therefore, a reduction of land and water use, as well as of manure generation, will be especially important for re- gions where resource con- straints are already apparent today • • If global emission growth continues on its path, GHG emissions will reach 139 Gt in 2100 and the earth’s temper- ature will be 4.5°C above pre- industrial levels • • As governments have realized the threat of global warming, agreements were reached to decrease emissions. The meat sector plays a crucial role in achieving these ob- jectives, as it accounts for al- most 10% of emissions. • • Under the business as usual (BAU), meat emissions would increase from 5.2 Gt per year today to almost 8 Gt in 2050 • • To keep global warming be- low 2°C, meat emissions have to be decreased to 3.2 Gt by 2050 GHG emissions and temperature
  • 9. Smart Livestock Farming | Potential of Digitalization for Global Meat Supply 09 200 250 300 350 400 450 500 550 600 2015 2020 2025 2030 2035 2040 2045 2050 59% Atmospherical carbon dioxide in ppmv (parts per million by volume) Time Keeping global temperatures below the agreed level means that global meat production cannot meet even half the demand in 2050 If global warming is to be kept within 2°C above pre-industrial levels, only 41% of global meat demand can be met by 2050 CO2 level BAU (4.5°C) – 591 Demand – 498 CO2 level (3.5°C) – 392 CO2 level (3.2°C) – 355 CO2 level as today – 331 CO2 level (3°C) – 325 CO2 level (2.6°C) – 289 CO2 level (2°C) – 203
  • 10. 10 Strategic Options for Facing the Challenges Smarter production, nutrition, and waste management, as well as increased animal welfare and better education, have the potential to decrease the impact of livestock farming on our natural resources Global best practice roll-out Best practices are methods or techniques that have consistently shown results supe- rior to those achieved by other means. Large yield and productivity gaps exist across the sector, especially between in- dustrialized and developing countries. Digitalization can make a roll-out easier, faster, and less expensive by leveraging transparent supply chains, cloud comput- ing, improved networks, and global knowl- edge platforms. Precision feeding Precision feeding can be a highly effective tool in enabling a reduction of feed intake per animal while also maximizing individual growth rates. It enables the provision of the right amount of feed, in the right nutrient composition, at the right time, and for each animal indi- vidually. Smart waste management About 20% of all meat goes to waste every year. Although most waste is generated at the consumer end, the root causes lie across the whole supply chain, e.g. poor packaging or bad meat quality. Smart waste management offers high po- tential to first identify such root causes and second, to improve existing processes and thereby decrease waste amounts. The intelligent collection and use of data is key to understanding what is produced and what is thrown away. Through this, players along the supply chain can make focused adjustments to reduce waste at their end.
  • 11. 11 Smart Livestock Farming | Potential of Digitalization for Global Meat Supply Animal health and welfare monitoring Health issues and diseases can decrease production efficiency of livestock by up to 33%. The trend towards more and more intensification of livestock farming sys- tems increases productivity, but can al- so have adverse effects on animal health and welfare, and increases the risk of rapid and far-reaching disease outbreaks with- in stocks. Through ICT and the IoT, more perfor- mance-related data can be collected from the animals, for example through cameras and image recognition software, wearables, as well as weight or sound monitoring. In addition, data from livestock facilities can also help to improve animal health, for ex- ample through climate, air quality and ven- tilation monitoring and by using drones. Reduced beef consumption In 2015, cattle accounted for over 60% of total meat livestock emissions, while beef only accounted for 20% of total meat con- sumption. Meat from non-ruminants such as pork and poultry produces far fewer emissions, which offers wide potential to reduce emissions by reducing the amount of beef that is consumed. Digitalization can help facilitate changes in demand patterns, e.g. by using ICT or crowdsourcing platforms to find innovative ways of communicating the benefits of die- tary changes.
  • 12. 12 Five Approches with Impact on Global Meat Supply Digitalization can maximize the impact of these strategic initiatives to significantly reduce the impact of meat production and simultaneously drive economic benefits 25% 10% 28% 2.5% 13% … of emissions could be reduced by a glob- al roll-out of best practices*. Global warm- ing could be kept below 3.5°C while ful- filling total demand for 2050. Under the Paris Agreement 2° target, output could be increased by 33% from 203m to 271m tonnes, which represents 54% of global de- mand for 2050. Best practices* Meat waste Consumption shift away from beef Precision feeding Smart animal health and welfare … of emissions could be eliminated by re- ducing meat waste with the help of dig- ital technologies. The 3°C goal could be reached and demand could be fulfilled until 2040 under the 2°C objective. Further, 70% of all demand for 2050 could be fulfilled un- der this objective. … of emissions and more could be reduced by a consumption shift away from beef to- wards meat with lower emission intensi- ties, such as poultry and pork. The 28% re- duction could be achieved by reducing the share of beef in overall meat consumption to one third of today’s level, i.e. 7%, and shifting the rest of the demand towards poultry and pork. Through this, the 2°C objective could be reached while also fulfilling total demand for meat. … of emissions could be further reduced by the installation of smart animal health and welfare monitoring techniques. Deloitte estimates that these could reduce animal losses by at least 65%. The 2.6°C goal could hence be reached. However, emission fig- ures do not reflect the great monetary ben- efits to individual farmers of preventing dis- eases and disease spreads, among other advantages. … of emissions could further be reduced by a widespread implementation of precision feeding. Sector emissions in 2050 would be below today’s level while fulfilling all de- mand. 62% of demand could be fulfilled un- der the 2°C objective. * Adaptation of best practices of the top 10% of farmers with lowest emissions within a region or agricultural zone; Source: Gerber et al., 2013. Tackling climate change through livestock – A global assessment of emissions and mitigation opportunities. Food and Agriculture Organization of the United Nations (FAO), Rome
  • 13. Smart Livestock Farming | Potential of Digitalization for Global Meat Supply 13 200 250 300 350 400 450 500 550 600 Atmospherical carbon dioxide in ppmv (parts per million by volume) Time 2015 2020 2025 2030 2035 2040 2045 2050 A successive implementation of all five approaches could prevent the emergence of a meat supply gap and enable production to fulfill the demand Beef reduction – 516 Demand – 498 Health monitoring – 353 Smart waste management – 344 Precision feeding – 310 Best practice roll-out – 271 Business as usual – 203 Notes assumptions: All figures in million tons of cwe; best practice roll out: 2018-2030, precision feeding: 2018-2038, waste reduction: 2018-2050, animal monitoring: 2018-2030, reduced beef consumption: 2030-2050; results build up on each other, i.e. the figure for precision feeding also includes the productivity increases of the best practice roll-out.
  • 14. 14 There are more areas than just the reduction of emissions per meat unit that are positively impacted by the digitalization of the Global Meat Supply Reduction of waste enabled by a better allocation of resources Reduction of waste enabled by a better allocation of resources Increased efficiency for supply chain players More efficient logistics through data analytics Creation of jobs, e.g. data stewards on farms Better use of manure through the use of collabo- rative platforms
  • 15. f 15 Smart Livestock Farming | Potential of Digitalization for Global Meat Supply Although digitalization offers enormous potential in productivity gains, it seems that, in the long run, demand can only be fulfilled if changes on the consumer end towards less consumption of beef occur as well.
  • 16. 16 Smart Livestock Farming Several technological enhancements fuelled the rise of digitalization over recent decades Artificial Intelligence (AI) The ability of a computer or robot to per- form tasks commonly associated with intel- ligent beings. It includes learning, reasoning and self-correction. It generates insights from data more quickly and accurately than humanly possible and is able to act auto- matically on that insight. Information and Communication Technologies (ICT) Technologies that provide access to infor- mation through telecommunication, includ- ing the internet, wireless networks, mobile phones ,and other communication media. Cyber-Physical Systems (CPS) and Internet of Things (IoT) A CPS is a mechanism controlled or moni- tored by computer-based algorithms. The network of connected CPS, people, and de- vices creates the IoT where devices com- municate and cooperate with each other and with humans in real-time, thereby ena- bling decentralized and automatized deci- sion-making adjustments to reduce waste at their end. Cloud Computing The practice of using a network of remote servers hosted on the internet to store, manage, and process data, rather than us- ing local servers or personal computers. Big Data Analytics The process of collecting, organizing, and analyzing this data to discover patterns, trends, correlations, consumer preferenc- es, and other information. Platforms A platform is a business model that cre- ates value by facilitating exchange between two or more interdependent groups, usual- ly consumers and producers. Examples are Facebook and Uber. Such platforms also offer opportunities for the meat livestock sector, e.g. e-Sourcing platforms for transports along the supply chain, but also for a more efficient distri- bution of manure from local animal to local crop farmers.
  • 17. 17 Smart Livestock Farming | Potential of Digitalization for Global Meat Supply Crowdsourcing Crowdsourcing is the practice of obtaining input for a task or project by enlisting ser- vices of a large number of people, paid or unpaid, typically via the internet. Within the livestock sector, crowdsourcing is especially interesting for emission reduc- tion, efficient feed composition, and ani- mal health, as these topics are of a growing public interest and benefit from a diverse field of creative minds. Transparent supply chains Digitalization offers great potential in cre- ating real-time transparency along supply chains and across company borders, due to the increased amount and accuracy of available data. Across sectors and industries, corporations can create platforms where the different stakeholders can easily communicate and exchange data, information, and knowledge to improve the supply chain as a whole, thereby creating a competitive advantage. Flexible production systems Real-time transparency along the supply chain also builds the foundation for estab- lishing flexible and adaptable production systems. Better data availability, together with pre- dictive analytics, enables real-time optimi- zation of multi-functional production as- sets in small loops, thereby allowing flexible production planning and control. This of- fers enormous potential to the meat sector, since demand can be volatile at times. Digital patterns arise from these technologies which will be critical in the roll-out of smart farming technologies within the livestock sector
  • 18. 18 EBITDA (€) Time Transparency and digital processes Data based operating models Digital business models 20–30% 10–20% 5–10% Smart Livestock Farming Digital business models improve company bottom lines The potential of digitalization can be divided into three main approaches*: Data-based operating models This approach goes beyond the electronic reproduction of processes by really lever- aging new technologies, such as big data, predictive analytics, and IoT. It is based on pattern recognition, resilient networks, and self-organization. Digital business models and Triple Long Tail Strategy* • • Digital business models are characterized by customized products and individual- ized services, enabled by digital technol- ogies such as additive manufacturing, IoT, big data, pattern recognition, and predic- tive analytics • • Within digital business models, Deloitte further proposes a Triple Long Tail Strat- egy by not only providing a long tail of products, i.e. mass production plus niche and customized products, and a long tail of services, i.e. value added and digital services, but also a price long tail com- posed of value and cost based pricing structures Approaches build on each other, meaning that transparency and data-based oper- ating models are prerequisites for digital business models. * Wehberg, G., Die Triple Long Tail Strategie, (www.TripleLongTail.com)
  • 19. Smart Livestock Farming | Potential of Digitalization for Global Meat Supply 19 The value of data increases when (un)structured data is processed, enriched, and analyzed to create actionable insights Limited impact Multiple impact Structured data Data w/o governance Data w/ governance Descriptive Diagnostic Predictive Prescriptive Unstructured data Data description Impact level of data is low – data is unstructured Data is processed and enriched within the analysis High impact level of data – driving results Actions Insights Analytics Processing Repository Ingestion Generation
  • 20. 20 Smart livestock farming aims to achieve more productive, efficient, and sustainable farm operations based on the effective use of digital technologies The largest potential lies in individual animal monitoring and analysis, which is referred to as precision livestock farming (PLF). In PLF, tools and sensors are used to continu- ously and automatically monitor key perfor- mance indicators of livestock in the areas of animal health, productivity, and environ- mental load. Source: Guarino, M., T. Norton, D. Berckmans, E. Vranken, and D. Berckmans. 2017. A blueprint for developing and applying precision livestock farming tools: A key output of the EU-PLF project Productivity Environmental load Animal welfare and health Feed Weight Climate Waste Behavior Use of PLF Smart livestock farming allows the farming industry to leverage digitalization
  • 21. Smart Livestock Farming | Potential of Digitalization for Global Meat Supply 21 Operations can be improved further when farmers also share the information collected across the supply chain with relevant stakeholders, such as veterinarians, slaughterhouses, meat processors, and animal feed producers. Feed conversion ratio (FCR) Health mortality rate Environmental impact Energy efficiency Productivity Profitability
  • 22. 22 Our point of view Data-driven and digital technology-enabled sustainable solutions require new business models and partnerships Trends in sustainability and agriculture Reduce GHG emissions Companies across the value chain aim to reduce carbon footprint. For example, car- bo sequestration is used to compensate for direct GHG emissions and improve soil health. Data tracking and reporting in the value chain and carbon pricing enable a val- orization of emission reductions. The value of carbon certificates vary by region; €2-18/ ton CO2 . Increased costs for such certificates could further motivate companies to reduce their carbon footprint. Digital animal monitoring Digital devices like wearables are gaining ground in cattle monitoring, enabling re- al-time information on individual cows, e.g. to improve health, lactation, or reproduc- tion. A newly developed feed additive im- proves milk quality through milk solids. A data solution could track these increases while measuring other real-time informa- tion for individual cows to improve health, lactation, and/or reproduction. Smart farming Farmers are under pressure to produce more with less, using precision agriculture, digital technologies, and high-value nutri- ent sources. A data solution could set up a wider business model and extract addition- al value, for example by using data for sup- ply chain efficiency or food traceability (like the Deloitte-supported FarmIQ project) to enable smart farming and improve on-farm profitability. Ecosystems and collaboration Companies become increasingly interde- pendent and are developing ecosystems in which they collaboratively work towards common goals. A value proposition will link with adjacent data streams extracted by agricultural companies to add value to the ecosystem. A data solution provides a plat- form for all players in the network to enable smart farming, carbon accreditation, and improvements in operational efficiency. Animal welfare Consumers have become more aware of animal welfare. Brand owners increasing- ly focus on supply chain monitoring and quality assurance to guarantee animal wel- fare. A linked data solution will allow brand owners to better track animal welfare and husbandry at the farms, thereby improving supply chain transparency. Govt. and consumer awareness Governments are signing up to Sustaina- ble Development Goals, and consumers are increasingly aware of the origin of their products and their personal environmental footprint. A value proposition allows gov- ernments and international institutions to demonstrate sustainability improvements and compliance. This also allows dairy com- panies to track carbon footprint, protecting their brand value. Source: AHDB, NC State University, The world bank: Reaffirming our commitment to carbon pricing and climate action (July 2017)
  • 23. Smart Livestock Farming | Potential of Digitalization for Global Meat Supply 23 Deloitte identified six relevant business models for agricultural companies and potential partners to monetize the data-driven value proposition Opportunities for creating value from data 1. Product Innovators enhance their pro­ ducts and services with data 3. Data Providers gather and sell raw data without adding much value to it 5. Value Chain Integrators share data with partners to extend offerings or reduce costs 2. Systems Innovators use data to integrate multiple product types 4. Data Brokers combine data from mul- tiple sources, create in- sights with analytics, and sell 6. Delivery Network Collaborators share data to drive deal making, enable advertising Data-enabled differentiation • • The product is still the primary source of value, but data about the product is used to improve the product or service offer- ing • • Data-enabled differentiation is typically a solo opportunity – products from a single vendor are the dominant gateway to the opportunity Data brokering • • Company data only provides sufficient value when combined with other sources, or company lacks capabilities to tap op- portunity indepdently • • When the opportunity cannot be tapped by a single vendor with a single product, data brokering opportunities arise Data-based delivery networks • • Multiple companies work together and share data to tap data opportunities • • Companies specialize in one or two ca- pabilities needed to enable the delivery network Source: Harvard Business Review, Harbor Research Solo Opportunities Collaborative Opportunities
  • 24. 24 Implementation Barriers and How to Address Them Barriers that have prevented a broader adoption of smart livestock farming so far have to be resolved to facilitate global and timely implementation • • Collaboration with partners or consultants to overcome investment hesitance by pro- viding extensive analysis about feasibility, costs, and pay-offs as well as implemen- tation support • • Knowledge sharing platforms, e-Learning tools, and custom- ized services from hardware and software providers could help farmers to leverage the full potential of technologies installed • • Lack of exchange between farmers hinders information spreading by word of mouth • • Direct impact and improve- ment potential on individual farm level often not clear be- forehand • • In advance farmers find PLF technologies hard to operate • • A lot of hardware and soft- ware tools are still in their in- fancy • • Availability of cheap labor and lack of financial resources, es- pecially in developing coun- tries • • Farmers are soon discour- aged if the technologies fail to work correctly right away • • Lack of infrastructure, e.g. broadband internet High initial investment and uncertainty about actual potential Problems with reliability and ease of use • • Increased communication about smart farming through modern ICT will help to raise awareness of the topic, its benefits and potential • • Government investment into digital infrastructure • • A reliable technological ba- sis is required to encourage farmers into low-risk imple- mentation
  • 25. Smart Livestock Farming | Potential of Digitalization for Global Meat Supply 25 • • Clear sector emission goals for the future could assist a timely implementation • • Implementation of an open data approach through- out the supply chain based • • Encourage farmers to be- come data brokers • • Data ownership and securi- ty: Most governments are just starting to implement poli- cies relevant to digitalization. Smart farming requires infor- mation sharing across supply chains, but farmers are often not willing to provide access to their data in the light of un- • • Farmers typically focus main- ly on their core business and have little or no interest in da- ta gathering certainties about ownership and security of their data • • Emission reductions in agri- culture: So far, none of the global climate agreements include emission reduction objectives for the agricultur- al sector • • Lack of tools for exchanging data across the value chain Lack of policies and legislation Lack of collaborative business models on adequate standards and guidelines • • Implementation of policies to give farmers ownership of their data • • Establish collaborative busi- ness models to gain transpar- ency throughout the whole value chain
  • 26. 26 Examples of Farming Innovations Challenges Higher demand for (animal) protein Efficient resource use Urbanisation Higher consumer demands Sustainability animal welfare Food marketplace e-Commerce Agricultural bio- technology Farm management SW, Sensing, and IoT Novel Farming Systems Supply Chain Technologies Bioenergy biomaterials Innovative food Farm equipment (incl. robotization) 1,285 719 363 247 180 123 111 109 Barriers that have prevented a broader adoption of smart livestock farming so far have to be resolved to facilitate global and timely implementation ... Challenges technologies addressing challenges (sum of seed investment in United States by tech category, in USD million, 2016) Tech has significant impact on challenge Tech has some impact on challenge Source: non-exhaustive list of seed investments, Agrifunder Investment Report 2016
  • 27. Smart Livestock Farming | Potential of Digitalization for Global Meat Supply 27 … leading to technological and business model innovations across the value chain, all the way from farm to fork Examples of innovations by link in the value chain (Letters refer to examples on next slides and appendix) Source: Monitor Deloitte desk research Raw materials A S C M P R N I Animal/ Aqua Feed Premix Farmers Producers Brands
  • 28. 28 Examples of Farming Innovations Groundbreaking protein discovery platform Nuritas from Dublin uses AI and machine learning to discover high potential bioactive peptides, and proteins. Discoveries lead to patented peptipes with medicinal and nutritious properties. Key is that the method can be used on waste streams of tradition- al foodstuffs. Waste can thus be turned into medicine and food again, by isolating the valuable high potential peptideds. The start- up obtained EUR 3 m funding last year from Singapore-based New Protein Capital (NPC), U2‘s Bono and Silicon Valley investor Ali Par- tovi. Partovi has invested in the likes of Dropbox and Facebook in the past. Small device determines vitamin deficiencies Vitameter, by the Canadian start-up of the same name, is a sim- ple blood test that allows users to check themselves regularly for vitamin deficiencies. They take a drop of blood and test it in the device. The Vitameter then determines the concentration of all standard and important nutrients in the blood. If needed, users can then target deficiencies with supplements. Vitameter is par- ticularly useful for vegans or people with food intolerances who are unable to feed themselves optimally, as it saves them from doc- tors' visits. The device is about to enter beta testing. 3D-printing vegan milk The US start-up Perfect Day has developed milk of the same name that is vegan while still tasting like fresh dairy. The animal-free milk is produced with laboratory-bred yeast, natural ingredients and fermentation processes. The team 3D-prints bovine DNA sequenc- es onto the yeast, triggering the production of casein proteins that are also found in natural milk. The proteins are mixed with corn sugar and other ingredients in fermentation tanks and left to de- velop. Supermarkets will stock “Perfect Day” by the end of 2017. Robot tends and guides cattle herds Scientists at the Australian Centre for Field Robotics at the Univer- sity of Sydney have developed a robot named SwagBot which is designed to help cattle breeders in the Australian outback. Accord- ing to the results of a pilot test on a farm, the robot is able to herd cattle independently, clear weeds, and pull heavy loads. The robot will be developed to also be able to check the health of cattle by using sensors to analyse body temperature and movement. A EUR 3 m (funding) EUR 0.1 m EUR n/a EUR 4 m I M N
  • 29. Smart Livestock Farming | Potential of Digitalization for Global Meat Supply 29 Cow sends sms alerts to farmer The Swiss start-up Anemon has developed a device that can detect when a cow is fertile and then sends out a text message to inform the farmer. A sensor is implanted in the cow's genitals to measure body heat and transmit the results to another sensor on the ani- mal's collar that tracks body motion. The collar also features a SIM card so the farmer can pay to receive SMS alerts when the cow is ready for reproduction. Transparency from farm to fork through blockchain Startup Food Blockchain XYZ has formulated a plan to create Food Supply Chain 2.0 by using blockchain. The startup hopes to tackle the six major challenges: Lack of insight, central party reliance, mis- leading labels, the inability for small producers to compete, sup- ply chain opacity, and a lack of sustainability. Food Blockchain XYZ will leverage series of interconnected sensors to introduce com- prehensive food quality assurance, without the intervention of hu- mans. Software for optimum feeding on farms The Dresden-based company fodjan has developed software called fodjan smart feeding which enables farmers to work out the right food rations for their businesses. Several feeding goals are taken into account, including cost savings and animal health. For planning purposes, the software makes it possible to set up an- imal-based feeding calendars and check out the respective stocks of food. Besides all the feed-related features, fodjan smart feed- ing also helps farmers to manage their farms more efficiently. No AI but algae to break new grounds TerraVia is a next-generation food, nutrition, and specialty ingredi- ents company that harnesses the power of algae, the mother of all plants and earth's original superfood, to deliver much-needed in- novation and sustainable solutions to the food industry. TerraVia's algae-based platform is transforming our food system by bringing together better nutrition and great taste, along with economic and environmental sustainability. Its algae-oriented mother company Solazyme has raised EUR 108 m so far. EUR n/a EUR 108 m EUR n/a EUR 0.5 m P S R C
  • 30. 30 What Deloitte Can Provide Deloitte not only offers extensive knowledge and experience within the agricultural sector, human capital, change management and finance … Industry know-how • • Extensive market knowledge and project experience within the field of agriculture, livestock farming, and animal nutrition • • Extensive client portfolio from global in- dustry leaders to SMEs • • Large set of relevant industry-specific and cross-industry benchmarks and best practices • • Analysis of customers, products, and ser- vices, incl. the identification of potential for customization Functional support • • Support for tendering and RFP processes • • Preparing and conducting negotiations, incl. training • • Insight into supplier and buyer produc- tion structures and networks • • Demand management capabilities • • Cross-functional optimization expertise Human capital and finance • • Developing people, e.g. training, e-Learn- ing and knowledge sharing platforms • • Change and stakeholder management capabilities and experts • • Identification and assessment of finan- cial requirements and potential effects on bottom line • • Comprehensive risk management • • Cost accounting tools for dynamic and value pricing
  • 31. Smart Livestock Farming | Potential of Digitalization for Global Meat Supply 31 … but also in the area of digitalization Proven model for digital strategy development • • Framework for strategic processes • • Use cases to support all relevant objec- tives • • Deloitte Greenhouse and Digitalization Labs for strategy development and align- ment Project experience for implementation • • Identification of improvement potential and implementation of digital approach- es and business models • • Measures with high performing data min- ing tools • • Proven tools, methods, and use cases if required as a managed service System selection and implementation • • Best practices for the definition of busi- ness requirements • • Market overview and assessment of lead- ing software solutions • • Project management and technical imple- mentation for leading software packages Smart Livestock Farming | Potential of Digitalization for Global Meat Supply
  • 32. 32 Smart Livestock Farming Dr Goetz Wehberg Partner Chemicals Consulting Lead Germany Willem Vaessen PhD Partner Chemicals Value Chain The Netherlands “One of the key challenges in the global meat supply sector is fulfilling rising global de- mand while lowering emissions per meat unit. However, the current business models have reached a natural limit in terms of optimization potential. This is where digital business mod- els come into play. Deloitte’s Triple Long Tail© strategy is at the heart of digital business mod- els and supply chains. It generates value by means of individualized products and services as well as performance based pricing and cost allocation on a causal basis. The combination of expedient big data analytics with deep meat industry knowledge enables Deloitte’s pioneer- ing approach to smart livestock farming.“ ”The emergence of digital business models and data-driven organizations is pivotal in the fu- ture of agriculture. Feeding the world will be increasingly dependent on organizations that are willing to transcend the traditional barriers between industries. If agricultural companies dare to implement fundamental changes to their traditional activities by leveraging emerg- ing technology and applying new business models, productivity in the value chain will in- crease considerably. Significant players such as John Deere have already recognized this and are investing in these technologies, as evi- denced recently by the USD 300 million acqui- sition of Blue River, an AI start-up.” Views on Potential of Digitalization for Global Meat Supply
  • 33. Smart Livestock Farming | Potential of Digitalization for Global Meat Supply 33 Fred Nijland Director Innovation and Growth Services The Netherlands Tim Berger Senior Manager Supply Chain Management Chemicals Industry Germany “The agri market is searching for ways to ad- dress food chain challenges through technol- ogy. New modes of interaction with consum- ers, but also new ways of meeting changing customer expectations, bring in a significant competitive edge for players in nutrition. An increasing number of players dip their toes in the water of seemingly far-fetched parts of the value chain. By bringing new skills and visions to these areas, they open up blue oceans for themselves. Across the market, competing and non-competing players are exploring partner- ships based on shared ambitious goals and complementary competences.” “What we typically see is skepticism among farmers when it comes to new business mod- els, especially with new technologies involved. Often, it is difficult for agricultural companies to convince farmers to collaborate on a digi- tal basis. That is one reason why collaborative business models in the livestock sector are at a relatively early stage. Through a transparen- cy increase with the help of knowledge sharing platforms, e-Learning tools, and customized services for farmers, we see a good potential to overcome implementation barriers and to gen- erate significant value for all parties along the value chain.”
  • 34. 34 Your contacts Dr Goetz Wehberg Partner Chemicals and Specialty Materials Consulting Lead Germany gwehberg@deloitte.de Fred Nijland Director Innovation and Growth Services The Netherlands fnijland@deloitte.nl Willem Vaessen PhD Partner Chemical Value Chain The Netherlands wilvaessen@deloitte.nl Tim Berger Senior Manager Supply Chain Management Chemicals Industry Germany tiberger@deloitte.de
  • 35. Smart Livestock Farming | Potential of Digitalization for Global Meat Supply 35
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