GlobalTranz

JUNE 4, 2015

In the first post our long tme guest blogger, Chuck Intrieri of The Lean Supply Chai n, gave us 5 core metrics to evaluate supplier performance using supplier quality management and a 4 step process to execute. Review of SQM Metrics and Issues Across 5 Core Industries. #1: Trend Metrics Collected per Site. Medical Devices.

Procurement Analytics 120

Procurement Analytics Metrics Quality Material Savings 120

Supply Chain Shaman

MAY 29, 2014

I think that the discussion on supply chain excellence should be a data-driven discussion. As a result, the metrics have to be viewed together as a pattern over time. In the journey, the supply chain leader needs to improve the potential of a portfolio of metrics. I find value in looking at these metrics together.

Gartner 301

Gartner Inventory Reduction Supply Chain Planning Software Pharmaceutical 301

Supply Chain Shaman

JULY 12, 2022

A Stark Reality in Market Data. Point of sale data and market signals are buried in sales and marketing. Comparison of Industry Players Within Consumer Goods for the Period of 2012-2021. The evolving framework is centered on a unifying data model based on the flow of sense, design, plan, orchestrate, learn, and adapt.

Supply and Demand 217

Supply and Demand Supply Chain Planning Software Supply Chain Design Software Optimal Sourcing 217

Supply Chain Opz

JUNE 1, 2014

Background In January 2012, Forbes published the article named " Who Are The Top 50 Social Media Power Influencers? " Related Metrics There are 3 other metrics dedicated to the measurement of social media influence as below, 1) Klout develops Klout Score, the number between 1-100 that represent influence (the ability to drive action).

Supply Chain 277

Supply Chain Metrics Michigan SCM 277

Supply Chain Shaman

JULY 22, 2019

The research is independent and data-driven. Industry-by-industry, I compiled data for the period of 2010-2018. The source data for the analysis comes from Ycharts.). We selected these metrics based on correlation work with Arizona State University in 2012. The companies I work with struggle to set metrics targets.

Supply Chain Design Software 250

Supply Chain Design Software Supply Chain Planning Software Gartner Supply Chain Software 250

Supply Chain Shaman

AUGUST 12, 2020

The first step was to charter a research project with the Arizona State University statistics department to analyze which combination of metrics drives the highest market capitalization. The research project analyzed 1200 combinations of 180 metrics for four hundred companies for the period of 2010-2012. The result? The reason?

Gartner 235

Gartner Supply Chain Software Procurement Analytics Manufacturing Procurement 235

Supply Chain Movement

JULY 26, 2023

The industry first started speaking of digital in 2012, but today, it is still an amorphous concept. (My My first digital supply chain presentation was in Milan at an SAP Insider conference in 2012.) Narrow AI is enabling insights based on disparate data. My analogy is putting a new engine in an old jalopy.

Optimal Sourcing 78

Optimal Sourcing Supply Chain Planning Software Modeling Modeling Software 78

TMC

NOVEMBER 18, 2015

There is growing interest in incorporating weather forecast data from a variety of sources into supply chain planning. Rather than attempt to keep track of all possible disruptive events worldwide, many enterprises subscribe to event monitoring services that collect incident data, analyze the severity, and relay selective alerts to clients.

Metrics 67

Metrics Supply Chain Planning Software Forecasting Software Supply Chain Software 67

Arena Solutions

APRIL 4, 2023

Since the start of 2012, more people graduating from college and universities are entering the engineering/manufacturing fields. alone, colleges and universities awarded 83,263 bachelor’s degrees in engineering in 2012, a 37% increase over the 60,605 degrees conferred in 2002. Breaking it down In the U.S.

Manufacturing Procurement 74

Manufacturing Procurement Sourcing Strategies Inventory Reduction Cost Reduction Strategies 74

Supply Chain Shaman

JULY 21, 2022

The selection of metrics is based on prior work with Arizona State University to understand which metrics, in combination, correlate to market capitalization and price to book value. We calculate the results based on public data from the period 2012-2021. Organizations are drowning in data that they cannot use.

Supply Chain Design Software 195

Supply Chain Design Software Supply Chain Planning Software Pharmaceutical Supply Chain Design 195

Supply Chain Shaman

APRIL 25, 2013

As I sat at my kitchen table, I reviewed spreadsheet after spreadsheet of corporate performance data on supply chain financial ratios. The relationship between corporate financial performance and supply chain metrics was complex; and in my first attempts, I was unable to derive a correlation. I hungered to know the patterns.

Supply Chain Design Software 257

Supply Chain Design Software Supply Chain Planning Software Supply Chain Software Supply Chain Design 257

Supply Chain Shaman

JUNE 7, 2021

My desire was to make the rankings of the Top 25 supply chain report data-driven based on balance sheet results. I began analyzing correlations of groups of metrics to market capitalization and found that the most significant correlation was between market capitalization and growth. I advocated a study, an analysis of market value.

Gartner 197

Gartner Supply Chain Design Software Supply Chain Planning Software Eliminating Excel in Purchasing 197

Supply Chain Opz

JULY 7, 2013

Based on literature review by Behdani et al 2012 called " How to Handle Disruptions in Supply Chains – An Integrated Framework and a Review of Literature ", academic articles in this area is centered around 2 themes, namely, Risk Management (before disaster strikes) and Disruption Management (after disaster strikes). Literature Review.

Supply Chain Disruption 170

Supply Chain Disruption Supply Chain Strategy Manufacturing Procurement Supply Chain 170

Supply Chain Shaman

MAY 21, 2013

Data driven discussions on patient satisfaction, readmittance rates and hospital-induced infections will be transformative. Engage in data-driven discussions and actively design and participate in pilots. Use unstructured text mining and learning systems to drive data-driven discussions of innovation.

Modeling 236

Modeling Modeling Software Pharmaceutical Procurement Analytics 236

Logistics Viewpoints

APRIL 4, 2022

They built them between 2012 and 2014, and then enhanced them when better supply chain risk management solutions became available. Machine learning is also being used to update other forms of master data that are key inputs into the plan. Most companies use shipment history as the key data for forecasts. Conclusion.

Supply Chain Transformation 194

Supply Chain Transformation Supply Chain Planning Software Modeling Scenario Planning 194

Kinaxis

JULY 13, 2018

Thick data” vs big data, the power of the supply chain profession, and cybersecurity. Complement big data with “thick data”. In a very provocative presentation, Tricia Wang , a tech ethnographer made a compelling case on why organizations shouldn’t hang their hat on big data alone when it comes to decision making.

SCM 100

SCM Big Data Predictive Analytics Software Supply Chain Network Software 100

Supply Chain Shaman

OCTOBER 25, 2013

It is a quest and the subject of my next book, Metrics That Matter , that will publish in September, 2014. We used the period of 2006 to 2012 to build the model and we used the formula to attempt to predict 2013. We will share this data at our Supply Chain Insights Global Summit to be held in Scottsdale, AZ on September 10-11, 2014.

Gartner 257

Gartner Supply Chain Strategy Supply Chain Software Supply Chain 257

Supply Chain Shaman

MARCH 9, 2021

My first training in 2012 was with Ideo. Remember the need for goal clarity, rules, and clear metrics in my opening paragraph? I have asked this question in fifteen surveys over the last decade, and the organizational performance and the use of data always rank in the top five.) Lessons Learned From Design Thinking.

Supply Chain Design Software 216

Supply Chain Design Software Supply Chain Design Supply Chain Software Innovation 216

Supply Chain Insights

FEBRUARY 11, 2013

We founded Supply Chain Insights on February 9th, 2012. We are working to combine qualitative interviews, with quantitative data and supply chain financial data. Over the course of 2012, I feel that we made a lot of progress. It has been one year. One year later, we are an eight person team. The work has been hard.

Supply Chain Planning Software 235

Supply Chain Planning Software Supply Chain Design Software Supply Chain Planning Supply Chain Design 235

Supply Chain Shaman

JUNE 9, 2016

While, in 2012, SAP acquired Ariba. In the last five years the Supply Chain Operating Network technologies evolved canonical data structures to enable communication in a many-to-many data model. Lora has written the books Supply Chain Metrics That Matter and Bricks Matter , and is writing her third book, Leadership Matters.

Supply Chain Network Software 150

Supply Chain Network Software Prescriptive Analytics Software Supply and Demand Modeling 150

3PL Insights

OCTOBER 24, 2017

Amazon is on the forefront of automation in the warehouse , currently using 45,000 Kiva Robots, after purchasing the company Kiva Systems in 2012 (they’re now renamed “Amazon robots”). Metrics: Autonomous vehicles have sensors to automatically gather data, which can be uploaded to various applications, hosted onsite or in the cloud.

Warehousing 112

Warehousing Inventory Reduction Predictive Analytics Software Supply Chain Software 112

Supply Chain Shaman

JULY 24, 2013

To understand the pervasive nature of this change, consider Amazon’s 2012 announcement: “We now have more than 15 million items in Amazon Prime, this is up 15x since we launched in 2005. Amazon 2012 Annual Report. Retailers are struggling with the use of data and making demand insights actionable to store performance.

Supply Chain Design Software 256

Supply Chain Design Software Modeling Retail Supply Chain Design 256

Supply Chain Shaman

NOVEMBER 15, 2012

Based on the work I was doing on financial metrics, and studying the Supply Chain Effective Frontier, I was convinced that companies cannot effectively model the required trade-offs of good supply chain decision-making in S&OP using spreadsheets. We also discussed that the Oracle SCP model did not have a data model for DRP.

Supply Chain Planning Software 265

Supply Chain Planning Software Modeling Software Forecasting Software Demand Planning Software 265

Talking Logistics

JULY 19, 2013

LLamasoft Launches Data Services to Provide Reference Data for the Supply Chain Design Community. Source data is a combination of reference and benchmark data from third parties as well as econometric models and formulas. In this week’s news, new products and services and a couple of acquisitions top the list.

Logistics Network Optimization Software 132

Logistics Network Optimization Software Supply Chain Planning Software Supply Chain Design Software Modeling Software 132

Supply Chain Shaman

FEBRUARY 11, 2013

The most popular posts are on demand management and Supply Chain Metrics that Matter. In 2012, I am proud that we have published 24 reports, completed 14 quantitative research studies and have had over 72,000 views of our work on Slideshare. Over the course of 2012, I feel that we made a lot of progress.

Gartner 181

Gartner Supply Chain Design Software Modeling Supply and Demand 181

Supply Chain Shaman

MARCH 29, 2015

Figure 1 came from the 2012 study. (We E2open went public in July 2012 and in February 2015 participated in a private buy-out for $273M by Insight Venture Partners. Lora has written the books Supply Chain Metrics That Matter and Bricks Matter , and is currently working on her third book, Leadership Matters.

Supply Chain Planning Software 150

Supply Chain Planning Software Modeling Software Supply Chain Network Software Supply Chain Software 150

o9 Solutions

NOVEMBER 21, 2022

The Project Zebra research focused on using outside-in market data to improve the company’s demand and supply sensing capabilities and create a more agile and profitable supply chain. This important research has the potential to set the global standard for how companies use data to forecast demand and make supply chain decisions.”.

Supply Chain Planning Software 52

Supply Chain Planning Software Supply Chain Planning Supply Chain Design Software Europe 52

Supply Chain Shaman

OCTOBER 20, 2012

Abby and Mikey on my team have built a database of financial ratios from publicly available balance sheets from 1995-2012. We have been mining the data to understand the trade-offs between growth, profitability, cycle and complexity ratios. reference Carbon Disclosure Project 2012). The data is hard to get. ” Why?

Inventory Reduction 261

Inventory Reduction Cost Reduction Strategies Resource Reduction Material Savings 261

Supply Chain Shaman

JUNE 14, 2014

I think about this discussion with Keith often as I work on the Supply Chain Index and edit the chapters of Metrics That Matter. In Figure 1, I share a composite orbit chart of progress of Cisco Systems, Intel, Samsung and Flextronics on the Effective Frontier at the intersection of inventory turns and operating margin for 2006-2012.

Optimal Sourcing 283

Optimal Sourcing Manufacturing Procurement Procurement Analytics Modeling 283

Supply Chain Shaman

JUNE 21, 2014

One of my favorite interviews on this topic, that I recently completed for my upcoming book Metrics That Matter , was with Amway’s Chief Supply Chain Officer George Calvert. The strength of your decisions is directly dependent on having accurate data going in. Service level is our most important metric.

Case Study 282

Case Study Supply Chain Design Software Supply Chain Planning Software Supply Chain Design 282

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. To meet the criteria for The Supply Chains to Admire for 2016, companies needed to score better than their peer group average for performance metrics, while driving a higher level of improvement than 2/3 of their industry peer group.

Supply Chain Planning Software 150

Supply Chain Planning Software Supply Chain Software Supply Chain Planning Supply and Demand 150

Logistics Bureau

OCTOBER 19, 2020

This is a question that frustrates businesses if they only have data that is anecdotal and subjective, and lack the quantitative hard data that really tells them what’s going on. Good Data is Key to Success with SCOR. Sometimes it’s Good to Look Inward Too. The most recent updates were made in October 2020.

Benchmarking 52

Benchmarking Agile and Lean Supply Chain Supply Chain Planning Supply Chain Strategy 52

Supply Chain Shaman

MARCH 8, 2016

The adoption of Terra’s products were brisk until 2011, but during 2012-2014 sales softened, resulting in employee layoffs and downsizing. In July 2012 E2open went public on the NASDAQ; and in March 2015, after a series of financial earnings disappointments, Insight Venture Partners funded E2open to become private.

Supply Chain Planning Software 150

Supply Chain Planning Software Supply Chain Network Software Forecasting Software Demand Planning Software 150

Supply Chain Shaman

JULY 29, 2013

Last week in the middle of a presentation, a supply chain leader made the statement, “We have solved the issues in supply through better optimization and use of data. The data models are wrong. Which supply chain metrics correlate to market capitalization by Morningstar sector? Instead, it is real-time data.

Supply Chain Planning Software 285

Supply Chain Planning Software Supply Chain Design Software Modeling Analytics Software 285

Supply Chain Shaman

JULY 8, 2013

The company worked through two implementations of downstream data technology with strong insights for the team. As a member of the Midwestern data sharing consortia between General Mills and SC Johnson , they had the benefit of networking with other supply chain leaders. If not, it is hard to get context on the meaning of the data.

Supply and Demand 210

Supply and Demand Demand Planning Software Modeling Supply Chain Planning Software 210

Kinaxis

MARCH 5, 2015

If you’re considering a control tower project, we’ve pulled together Rebecca’s six lessons to harness the power of data to make faster, smarter and better decisions about your supply chain. Listen to the Data. Also, use data as part of the requirements-gathering approach to validate expected outcomes. Collaboration is key!

Supply Chain Design Software 100

Supply Chain Design Software Supply Chain Planning Software Forecasting Software Supply Chain Design 100

Supply Chain Shaman

DECEMBER 17, 2018

Completed in 2012, the ERP project forced the company to standardize organizational design, roles, and metrics. When the price of oil dropped from $120 per barrel in 2012 to the staggering $29 per barrel in 2015, everyone in the oil and gas industry felt the impact. A Brief History of IT Investments. The reason?

Demand Planning Software 245

Demand Planning Software Supply and Demand Supply Chain Planning Software Supply Chain Design Software 245