2009 Consumer Goods Data Metrics 
Supply Chain Shaman
NOVEMBER 1, 2015
Master Data is No Longer a Barrier. Cognitive learning and rules-based ontologies will redefine master data management technologies making them obsolete. I also believe that growth in Asia and Africa will spur new thinking in supply chain processes for the use of mobility and sensor data. Instead, the data model is inside out.
Supply Chain Shaman
SEPTEMBER 27, 2015
In 2008-2009, nine died and hundreds became ill. The investigation into the activity at PCA began in 2009, after the U.S. When I do workshops on driving data sharing across the industry, the sales group of the seller of products often calls me aside for a one-on-one talk. The food recall is the largest in US history.
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Supply Chain Shaman
OCTOBER 20, 2012
We have been mining the data to understand the trade-offs between growth, profitability, cycle and complexity ratios. We are trying to understand how supply chain leaders have raised the bar at the intersection of these four sets of metrics on the supply chain effective frontier. The data is hard to get. ” Why?
Supply Chain Shaman
AUGUST 21, 2015
When I wrote a summary report at AMR Research in 2007 and 2009, there were two or 6% of the market. Data visualization is quickly advancing in the tools. The transfer of data is more periodic with weekly and monthly updates of the optimization data tables, and all technology vendors have built standard APIs for data transfer.
Supply Chain Shaman
NOVEMBER 14, 2016
Over the period of 2009-2015, only 88% of companies made improvement on the Supply Chain Metrics That Matter. Companies passing these two tests are then analyzed against the performance factors for 2009-2015: Growth. Table 1: Results of the Consumer Electronics Industry for Performance, Improvement and Value.
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