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Spend Matters recently published 5 data-driven supply chain challenge, Prioritizing the
development of a big data analytics strategy will help your organization overcome these
supply chain challenges:
Better Predict
Customer Needs
and Wishes
Improve Supply
Chain Efficiency
Better Assess
Supply Chain Risk
Improve Supply
Chain Traceability
Agility – Improve
Reaction Time and
Order-to-Cycle
Delivery Times
** Better Predict Customer Needs and Wishes
Over 90 percent of dissatisfied customers will not do business with a
brand that failed to meet their expectations (Source:
customerthink.com). In the age of the customer, offering the right
product, to the right person at the right time and place is key to
gaining (or retaining) customer satisfaction and loyalty. Smart
organizations will leverage big data to get a full 360-degree view of
your customer to better predict customer needs, understand
personal preferences, and create a unique brand experience.
** Improve Supply Chain Efficiency
Cost efficiency, cost reduction, and spend analytics will continue as
top business priorities in supply chain management. Embedding big
data analytics in operations leads to a 2.6x improvement in supply
chain efficiency of 10 percent or greater, according to Accenture.
** Better Assess Supply Chain Risk
61 % of companies regarded as leaders in supply chain
management consider supply chain risk management very
important. Those same leaders also recognize the need for
capabilities that provide greater visibility and predictability across
their supply chains (Source: Accenture). Big data can help assess
the likelihood of a problem and its potential impact, and support
techniques to identify supply chain risk. Combining the analysis of
historical data, risk mapping, and scenario planning can enable a
risk management approach for early warning.
Improve Supply Chain Traceability
Traceability is often directly linked to supply chain risk. For 30 %
of companies, traceability and environmental concerns continue
as the biggest issues to watch for (Source: Ethical Corporation).
Traceability and recalls are by nature data-intensive. Big data has
the potential to provide improved traceability performance; it can
also reduce the thousands of hours involved with accessing,
integrating, and managing product databases that capture
products that should be recalled or retrofitted.
Agility – Improve Reaction Time and Order-to-Cycle Delivery Times
Ninety percent of companies say that agility and speed are important
or very important to their business (Source: SCM World). The ability
to quickly and flexibly meet customer fulfillment objectives is rated
the second most important driver of competitive advantage across all
industries. Embedding big data analytics in operations can have an
impact on organizations’ reaction time to supply chain issues (41
percent) and can lead to a 4.25x improvement in order-to-cycle
delivery times, according to Accenture.
Source: http://blogs.informatica.com/

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5 major supply chain challenges with big data analytics

  • 1.
  • 2. Spend Matters recently published 5 data-driven supply chain challenge, Prioritizing the development of a big data analytics strategy will help your organization overcome these supply chain challenges: Better Predict Customer Needs and Wishes Improve Supply Chain Efficiency Better Assess Supply Chain Risk Improve Supply Chain Traceability Agility – Improve Reaction Time and Order-to-Cycle Delivery Times
  • 3. ** Better Predict Customer Needs and Wishes Over 90 percent of dissatisfied customers will not do business with a brand that failed to meet their expectations (Source: customerthink.com). In the age of the customer, offering the right product, to the right person at the right time and place is key to gaining (or retaining) customer satisfaction and loyalty. Smart organizations will leverage big data to get a full 360-degree view of your customer to better predict customer needs, understand personal preferences, and create a unique brand experience.
  • 4. ** Improve Supply Chain Efficiency Cost efficiency, cost reduction, and spend analytics will continue as top business priorities in supply chain management. Embedding big data analytics in operations leads to a 2.6x improvement in supply chain efficiency of 10 percent or greater, according to Accenture. ** Better Assess Supply Chain Risk 61 % of companies regarded as leaders in supply chain management consider supply chain risk management very important. Those same leaders also recognize the need for capabilities that provide greater visibility and predictability across their supply chains (Source: Accenture). Big data can help assess the likelihood of a problem and its potential impact, and support techniques to identify supply chain risk. Combining the analysis of historical data, risk mapping, and scenario planning can enable a risk management approach for early warning.
  • 5. Improve Supply Chain Traceability Traceability is often directly linked to supply chain risk. For 30 % of companies, traceability and environmental concerns continue as the biggest issues to watch for (Source: Ethical Corporation). Traceability and recalls are by nature data-intensive. Big data has the potential to provide improved traceability performance; it can also reduce the thousands of hours involved with accessing, integrating, and managing product databases that capture products that should be recalled or retrofitted.
  • 6. Agility – Improve Reaction Time and Order-to-Cycle Delivery Times Ninety percent of companies say that agility and speed are important or very important to their business (Source: SCM World). The ability to quickly and flexibly meet customer fulfillment objectives is rated the second most important driver of competitive advantage across all industries. Embedding big data analytics in operations can have an impact on organizations’ reaction time to supply chain issues (41 percent) and can lead to a 4.25x improvement in order-to-cycle delivery times, according to Accenture. Source: http://blogs.informatica.com/