2006 Analytics Manufacturing Procurement 
Supply Chain Shaman
MARCH 12, 2019
The IT taxonomy for visibility is supply chain analytics. In 2004-2006, Greg Aimi (now a Gartner analyst) and I worked on a common definition of visibility for over a year. As you implement supply chain analytics and use control theory with well-defined reference data with clear bands for control, process improvement ensues.
Supply Chain Shaman
SEPTEMBER 17, 2014
While the performance rankings were based on comparisons of inventory turns, operating margin and Return on Invested Capital (ROIC) for the periods of 2006-2013 and 2009-2013, the concept is that to be a supply chain leader you must outperform and drive improvement. The use of channel data into advanced analytics to sense demand.
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Supply Chain Shaman
SEPTEMBER 17, 2015
As a result, companies like AstraZenca, BASF, Colgate, Reckitt Benckiser, Seagate, and Taiwan Semiconductor outperformed their peer group in the period of 2006-2014, but sustained improvement becomes more and more difficult. We are just beginning to understand how to use sentiment data and new forms of analytics.
Supply Chain Shaman
DECEMBER 4, 2018
The orbit chart in Figure 1, shows the relative rate of improvement at the intersection of inventory turns and operating margin for the period of 2006-2017. Orbit Chart for Rockwell Automation at the Intersection of Operating Margin and Inventory Turns for the Period of 2006-2017. Ernest Nicolas joined Rockwell Automation in 2006.
Supply Chain Shaman
DECEMBER 4, 2018
The orbit chart in Figure 1, shows the relative rate of improvement at the intersection of inventory turns and operating margin for the period of 2006-2017. Orbit Chart for Rockwell Automation at the Intersection of Operating Margin and Inventory Turns for the Period of 2006-2017. Ernest Nicolas joined Rockwell Automation in 2006.
Supply Chain Game Changer
NOVEMBER 21, 2018
Operations Research began when scientists demonstrated the value of analytics in the study of military logistics problems in the 1940s as a result of the complex requirements of World War II. imports from China grew from about $45 billion per year in 1995 to more than $280 billion per year in 2006.
Supply Chain View from the Field
FEBRUARY 25, 2015
Since graduating from the NC State Jenkins MBA program in 2006, Joydeep Ganguly has risen through the ranks at Biogen Idec – the world’s oldest independent biotechnology company and the largest biotech employer in North Carolina. I love data and analytics that create insights into processes and approaches.”
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