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How Can We
Use Big Data
in the Food
Supply Chain?
Principles for Reducing Risk by
Leveraging Big Data in the Supply Chain
etq.com
How Can We Use Big Data in the Food Supply Chain?
etq.com
How Can We Use Big Data in the Food Supply Chain?
Using Big Data in the supply chain:
A new perspective on risk
etq.com
As a quality management professional,
you know of countless incidents where risk
became screaming-headline reality.
From minor breaches to major disasters.
etq.com
But red flag incidents don’t happen in a vacuum.
A huge number have something in common:
Information to prevent
them was already there.
etq.com
In India, a poor harvest for a common spice created an
economic incentive to substitute cheaper ingredients…
...including allergy-causing nuts.
etq.com
Sales of New Zealand’s manuka
honey in the UK alone...
...exceeded total
production.
etq.com
Tainted milk saturated the China market...
...because a quality test relied
on narrow criteria.
etq.com
In all these serious incidents,
preventative data was available…
...just not from
usual sources.
etq.com
This is why
you need
“big data”.
etq.com
Yet less than half of companies have
a strategy to use it.
So what is Big Data?
etq.com
Big Data isn’t about volume of data.
(Although there’s often
lots of it to plow through.)
etq.com
And it’s not about format of data.
(Although it’s often
unstructured and
hard to work with.)
etq.com
Nor is it about source of data.
(Although you need to
know where it came from.)
etq.com
So what is
Big Data?
etq.com
Big Data is about uniting
different datasets…
to see the story
from more than
one perspective.
etq.com
If UK supermarkets had looked at peanut
prices alongside cumin, the risk of unsafe
substitution would have been obvious.
(Just 37% of companies
use Big Data in the
supply chain.)
etq.com
If honey wholesalers had correlated total
production with total imports, they’d
have seen the numbers failed to add up.
(60% see an increase in
supply chain efficiency
of more than 10% after
adopting Big Data
methods.)
etq.com
And if Chinese milk standards were cross-
checked with farm data... An impossibly high
yield of top-grade milk shows the problem.
(41% of companies saw
their reaction times
to supply chain issues
improve.)
etq.com
These are all red flags
of quality best practice.
But the data sources you need to see
them may be outside your quality
compliance infrastructure.
etq.com
The solution:
etq.com
Don’t bring the data to your supply chain,
Take your supply chain
to the data.
etq.com
Cloud-based supply
chain management
lets you combine data from many sources
for smarter decision-making.
etq.com
Benefit #1:
Getting data in one place
makes it easier to analyze.
(Including historical data for
What-If scenarios.)
etq.com
Benefit #2:
Using multiple criteria creates
the correct context. (Reducing
the incentive to use only the
data you collect internally.)
etq.com
Benefit #3:
Having a broader perspective
makes unkown risks visible.
(Increasing the chance you’ll
recognize and raise red flags early.)
etq.com
Big data offers
eight big tools.
Tools no paper-based or
checklist-based quality
management process can
fully deliver.
etq.com
1. Improve supply
chain performance
by seeing inefficiencies
in context
etq.com
2. Ensure accountability,
with constant cross-
checks and balances
on all suppliers
etq.com
3. Maintain transparency,
giving system-gaming
and fudge factors no
place to hide
etq.com
4. Test your hunches
more easily, by bringing
historical data together
in one place
etq.com
5. Share intelligence across
your global team, by
bringing all players
into your cloud
etq.com
6. Act in real time, following
data sources that are
continually updated as
events occur
etq.com
7. Prove compliance, with
an audit trail that’s always
on and always there
etq.com
8. Above all, see the big story,
by seeing the big picture from
all angles… 30,000-foot-view
to extreme-close-up.
etq.com
Cloud-based quality management
lets you manage your complete
supply chain... from farm to fork.
etq.com
Compliance is a
moving target.
Managing your supply chain in the
cloud lets you stay ahead of the risks.
etq.com
Takeaways:
Many supply
chain risks can
be mitigated by
looking at data
more broadly
Moving supply
chain management
into the cloud
lets you combine
different datasets
The biggest risks
are those where
you don’t follow the
contributing factors
Adopting big data
methods gives
you 8 big tools for
managing your
supply chain
etq.com
Download your FREE eGuide now
Can leveraging Big Data improve
traceability? Yes it can. Download:
How to Achieve Supply Chain
Traceability in Food and Drink

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Using Big Data Reduce Supply Chain Risk

  • 1. How Can We Use Big Data in the Food Supply Chain? Principles for Reducing Risk by Leveraging Big Data in the Supply Chain etq.com
  • 2. How Can We Use Big Data in the Food Supply Chain? etq.com
  • 3. How Can We Use Big Data in the Food Supply Chain? Using Big Data in the supply chain: A new perspective on risk etq.com
  • 4. As a quality management professional, you know of countless incidents where risk became screaming-headline reality. From minor breaches to major disasters. etq.com
  • 5. But red flag incidents don’t happen in a vacuum. A huge number have something in common: Information to prevent them was already there. etq.com
  • 6. In India, a poor harvest for a common spice created an economic incentive to substitute cheaper ingredients… ...including allergy-causing nuts. etq.com
  • 7. Sales of New Zealand’s manuka honey in the UK alone... ...exceeded total production. etq.com
  • 8. Tainted milk saturated the China market... ...because a quality test relied on narrow criteria. etq.com
  • 9. In all these serious incidents, preventative data was available… ...just not from usual sources. etq.com
  • 10. This is why you need “big data”. etq.com
  • 11. Yet less than half of companies have a strategy to use it. So what is Big Data? etq.com
  • 12. Big Data isn’t about volume of data. (Although there’s often lots of it to plow through.) etq.com
  • 13. And it’s not about format of data. (Although it’s often unstructured and hard to work with.) etq.com
  • 14. Nor is it about source of data. (Although you need to know where it came from.) etq.com
  • 15. So what is Big Data? etq.com
  • 16. Big Data is about uniting different datasets… to see the story from more than one perspective. etq.com
  • 17. If UK supermarkets had looked at peanut prices alongside cumin, the risk of unsafe substitution would have been obvious. (Just 37% of companies use Big Data in the supply chain.) etq.com
  • 18. If honey wholesalers had correlated total production with total imports, they’d have seen the numbers failed to add up. (60% see an increase in supply chain efficiency of more than 10% after adopting Big Data methods.) etq.com
  • 19. And if Chinese milk standards were cross- checked with farm data... An impossibly high yield of top-grade milk shows the problem. (41% of companies saw their reaction times to supply chain issues improve.) etq.com
  • 20. These are all red flags of quality best practice. But the data sources you need to see them may be outside your quality compliance infrastructure. etq.com
  • 22. Don’t bring the data to your supply chain, Take your supply chain to the data. etq.com
  • 23. Cloud-based supply chain management lets you combine data from many sources for smarter decision-making. etq.com
  • 24. Benefit #1: Getting data in one place makes it easier to analyze. (Including historical data for What-If scenarios.) etq.com
  • 25. Benefit #2: Using multiple criteria creates the correct context. (Reducing the incentive to use only the data you collect internally.) etq.com
  • 26. Benefit #3: Having a broader perspective makes unkown risks visible. (Increasing the chance you’ll recognize and raise red flags early.) etq.com
  • 27. Big data offers eight big tools. Tools no paper-based or checklist-based quality management process can fully deliver. etq.com
  • 28. 1. Improve supply chain performance by seeing inefficiencies in context etq.com
  • 29. 2. Ensure accountability, with constant cross- checks and balances on all suppliers etq.com
  • 30. 3. Maintain transparency, giving system-gaming and fudge factors no place to hide etq.com
  • 31. 4. Test your hunches more easily, by bringing historical data together in one place etq.com
  • 32. 5. Share intelligence across your global team, by bringing all players into your cloud etq.com
  • 33. 6. Act in real time, following data sources that are continually updated as events occur etq.com
  • 34. 7. Prove compliance, with an audit trail that’s always on and always there etq.com
  • 35. 8. Above all, see the big story, by seeing the big picture from all angles… 30,000-foot-view to extreme-close-up. etq.com
  • 36. Cloud-based quality management lets you manage your complete supply chain... from farm to fork. etq.com
  • 37. Compliance is a moving target. Managing your supply chain in the cloud lets you stay ahead of the risks. etq.com
  • 38. Takeaways: Many supply chain risks can be mitigated by looking at data more broadly Moving supply chain management into the cloud lets you combine different datasets The biggest risks are those where you don’t follow the contributing factors Adopting big data methods gives you 8 big tools for managing your supply chain etq.com
  • 39. Download your FREE eGuide now Can leveraging Big Data improve traceability? Yes it can. Download: How to Achieve Supply Chain Traceability in Food and Drink