What are the 3 steps to implement Big Data into companies?
How does the maturity of companies evolve while leveraging big data?
Stage 1: Data Structuring
→ clean data/first data
Stage 2: Data Availability
→right data when and where needed
Stage 3: Basic Analytics
→ correlation, descripitve statistics, basic analystics
Stage 4: Advanced Analytics
→ predictive, automated algorithms
What influence has outsourcing on big data usage in SC?
-companies outsouce their analytic capability
→ problem: risks and dependencies (data security, data leaking)
What are some barries of Big data implentation?
-needle in a haystack
→ random choosing of analytics
-island of excellence
→ companies select to specific applications that are not designed for their SC
-measurement muntiae:
→ too much data
-analysis paralysis:
→ again to much data
Could you provide some big data applications along the supply chain (Marketing, logistics, operations, and sourcing)?
Could you provide some big data applications along the supply chain (Marketing, logistics, operations, and sourcing)
Operations:
-inventory management
→ optimazation of stock levels