Eliminating Excel in Purchasing Government Procurement Analytics 
Supply Chain Shaman
FEBRUARY 18, 2021
Next Steps: Start to model demand based on market data to align the organization on baseline demand. Resist the temptation to place deeper analytics on top of existing data models. Instead, rethink the model and the approach. Out of desperation, they turned to the use of descriptive analytics. Next Steps.
Supply Chain Shaman
DECEMBER 15, 2022
” Followed by “How are you organized, and what defines functional excellence? And, how do you tie functional excellence to corporate value?” Companies became less clear on the definition of supply chain excellence and how to implement decision support technologies. Functional Metrics.
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Supply Chain Shaman
OCTOBER 5, 2018
The award, based on beating the industry peer group on rate of improvement on the key metrics of growth, operating margin, inventory turns, and Return on Invested Capital (ROIC) while outperforming their peer group, is tough to achieve. The orbit chart below illustrates L’Oréal’s performance at the intersection of two metrics.
Supply Chain Shaman
JUNE 3, 2013
The high-flying company had no clarity of purpose or clear governance, but the funds kept coming. Clear governance. In the height of the e-commerce craze, the marketplace offerings started with a focus on e-procurement. The rebirth of marketplace offerings is not on the back of e-procurement or ERP. Marketplace Rebirth.
Supply Chain Shaman
MAY 13, 2024
How aligned do you believe your organization is to drive these metrics? Observations on What It Takes In the Mea Culpa post, I wrote that I used to believe that excellence in S&OP was a ratio of 60/30/10. (60% 60% change management, 30% process and 10% technology.) (See the World Kitchen case study in the Agility Report.
Supply Chain Shaman
DECEMBER 7, 2023
Improve cross-government data sharing and analyze resilience. For example, change the business models so that Ariba must interoperate with GT Nexus, E2Open with Elemica, MPO (Kinaxis) with Nulogy, etc. Maximize the value of the purchase order flow data already in the existing networks. (A The pattern is dangerous.
Supply Chain Shaman
JULY 23, 2023
I never republished the report, because not enough has changed to warrant it.) The report centers on the concept of moving from inside-out to outside-in technologies. The order latency is the time from purchase by the end consumer to the visibility of the order. This is a natural fit for narrow AI and new forms of analytics.
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