Enterra Insights

DECEMBER 6, 2021

The lifeblood of the Digital Age is data. Between people, businesses, and machines record amounts of data are being generated every day. So why do we need synthetic data? ”[1] Sigal Shaked, CTO and Co-Founder of Datomize, a business that promotes the use of synthetic data, agrees with Lucini’s assessment. .”[1]

Data 130

Data Modeling Software Procurement Analytics Modeling 130

Resilinc

FEBRUARY 22, 2021

But to make their strongest case, SCRM advocates need to focus on one key metric: return on investment. It’s important to frame the program in strategic terms and to ensure that decision-makers understand the linkages between the tactical objectives of the SCRM and key metrics such as revenue, earnings, brand, and shareholder value.

Supply Chain Risk Management 62

Supply Chain Risk Management Risk Management Supply Chain Design Software Agile and Lean Supply Chain 62

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

AUGUST 11, 2016

I want to understand why some companies outperform on the Supply Chain Metrics That Matter while others do not. The Company was my client for many years at AMR Research, and when I look at Mark’s slides for the webinar, I see many of the elements that we heatedly debated in the period of 2009-2010. I am on a mission.

Cost Reduction Strategies 150

Cost Reduction Strategies Inventory Reduction Price Reduction Supply Chain Strategy 150

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

Unleashed

NOVEMBER 16, 2022

New manufacturing data has revealed which industries and nations are leading the way in the post-pandemic economic recovery – and the tactics they’re using to beat supply chain disruption. We did this by analysing four key metrics: The average value of total stock on hand – reflecting the volume of goods held (plus impacts from inflation).

Manufacturing Procurement 52

Manufacturing Procurement Inventory Reduction New Zealand Price Reduction 52

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 Planning Software 150

Supply Chain Planning Software Supply Chain Design Software Supply Chain Software Supply Chain Strategy 150

Supply Chain Shaman

APRIL 27, 2022

At each company, there is a relationship between the metrics of growth, margin, inventory, customer service, and asset strategy. For the purpose of this article, I will use Return on Invested Capital (ROIC) as the proxy metric to discuss asset utilization.) I never calculated and accounted for the inter-dependencies between metrics.

Procurement Analytics 332

Procurement Analytics Manufacturing Procurement Supply Chain Planning Software Supply Chain Design Software 332

Supply Chain View from the Field

JULY 19, 2013

The article published in question, Knowledge sharing in interorganizational product development teams: the effect of formal and informal socialization mechanisms , was published in the Journal of Production Innovation Management in 2009.

Innovation 68

Innovation Supply Chain Software Journal Supply Chain 68

Supply Chain Shaman

JANUARY 18, 2016

For December 2015, retail sales were the lowest since 2009. When we do these types of analysis, we look back at the data as far as we can reach (Y chart data is available only back to 2006 in a reliable form) and then we look at the period of 2006-2014 and the more recent period of 2011-2014. What does this mean?

Supply Chain Planning Software 150

Supply Chain Planning Software Modeling Software Supply Chain Software Manufacturing Procurement 150

Supply Chain Shaman

DECEMBER 26, 2012

When you run the graphs, there is marked difference for these companies that begins to appear in 2009. You can also request this data from the SCI Community. We do free analysis in the community on publicly available financial data.). In the modeling, my recommendation is to look at the cost metrics in aggregate.

Manufacturing Procurement 183

Manufacturing Procurement Purchasing Skills Modeling Supply Chain Design 183

EazyStock

MARCH 14, 2023

What the last recession taught us An article from McKinsey & Company (2022) analyzed the performance of about 40 publicly traded distribution companies during the 2007-2009 recession. By automating forecasts and order quantities, you receive reliable forecast data to more easily maintain optimal inventory levels.

Inventory Reduction 52

Inventory Reduction Price Reduction Cost Reduction Strategies Waste Reduction 52

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.

Pharmaceutical 150

Pharmaceutical Supply and Demand Food Manufacturing Procurement 150

Talking Logistics

OCTOBER 18, 2016

3PL market has grown by roughly 7% annually since 2009 and is expected to reach $170 billion by the end of 2016. 3PLs are being asked by shippers to create better metrics to provide both added understanding and a deeper perspective as to what’s occurring inside their business both yesterday, in real time and tomorrow.

Demand Planning Software 100

Demand Planning Software Supply Chain Planning Software 3PL Supply Chain Network Software 100

Kinaxis

JUNE 1, 2016

All data aside, this new category was primarily to remove Apple and P&G, so the words “we have a new #1” could be stated. Amazon had been spending a ton on assets, both data center and distribution, which killed their pre-2016 ROA ranking. Congrats to Annette Clayton and her team. Variety breeds interest. Hold the presses.

Gartner 100

Gartner Supply Chain Strategy Supply Chain Predictive Analytics Software 100

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?

Inventory Reduction 261

Inventory Reduction Cost Reduction Strategies Resource Reduction Material Savings 261

Supply Chain Shaman

MARCH 6, 2015

In the process of compiling the Supply Chains to Admire report for last year’s Supply Chain Insights Global Summit , the research team at Supply Chain Insights calculated the rate of supply chain improvement of companies by industry for the period of 2006-2013 and 2009-2013. We studied this pre and post-recession.

Supply Chain Design Software 150

Supply Chain Design Software Supply Chain Planning Software Supply Chain Software Supply Chain Design 150

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.

S&OP 150

S&OP Supply Chain Planning Software Supply and Demand Supply Chain Design Software 150

Unleashed

DECEMBER 13, 2023

New manufacturing data reveals the small to medium manufacturing sector remains in recovery mode, with global performance largely mapping to local economic conditions. Index figures are calculated from a combination of core performance metrics, including sales performance, purchasing and internal efficiency.

Manufacturing Procurement 52

Manufacturing Procurement New Zealand Manufacturing Beverage 52

Arkieva

AUGUST 8, 2016

the “inventory to sales” ratio (inventory levels divided by a month’s worth of sales) spiked in late 2008/early 2009 as the recession caught companies with way more inventory than needed versus suddenly shrinking demand. I find five common definitions: Tight Integration of Transactional and Planning Data.

Sourcing Strategies 60

Sourcing Strategies Inventory Reduction Supply Chain Planning Software California 60

Infosys Supply Chain Management

SEPTEMBER 12, 2013

Cloud & Big Data. This years theme was "Smarter Partnering theme for Smarter Business" with emphasis on key technologies like Mobile, Social, Business Analytics, Big Data, Cloud and Expert Integrated Systems. With this change, infrastructure does just not mean data centers but it is extended to mobile and cloud as well now.

Supply Chain Planning Software 24

Supply Chain Planning Software Agile and Lean Supply Chain Supply Chain Software Pharmaceutical 24

Infosys Supply Chain Management

AUGUST 10, 2012

Cloud & Big Data. Insuring that each function, including online marketing, store operations and supply chain have common objectives, metrics and aligned rewards for the coming year. December 2009. November 2009. October 2009. September 2009. August 2009. April 2009. March 2009.

Supply Chain Planning Software 28

Supply Chain Planning Software Supply Chain Software Manufacturing Procurement Innovation 28

Infosys Supply Chain Management

JUNE 20, 2013

Cloud & Big Data. IT enablement in areas like Mobile work management, Health and Safety, Metrics monitoring (KPI) etc. December 2009. November 2009. October 2009. September 2009. August 2009. April 2009. March 2009. February 2009. January 2009. Customer Service.

Optimal Sourcing 25

Optimal Sourcing Asset Management Supply Chain Optimization Optimization Software 25

Infosys Supply Chain Management

NOVEMBER 11, 2011

Cloud & Big Data. In this step, the actuals are compared with the planned metrics (MAPE, forecast accuracy, bias etc.) December 2009. November 2009. October 2009. September 2009. August 2009. April 2009. March 2009. February 2009. January 2009. Customer Service.

Supply Chain Planning Software 22

Supply Chain Planning Software Supply Chain Planning Supply and Demand Scenario Planning 22

Supply Chain Shaman

FEBRUARY 23, 2017

Over the period of 2009-2015 only 88% of companies made improvement on the “Supply Chain Metrics That Matter.” (The The Supply Chain Metrics That Matter are a portfolio of metrics which correlate to higher market capitalization. Comparison of Performance and Improvement of Companies in the Chemical Industry for 2009-2015.

Agile and Lean Supply Chain 154

Agile and Lean Supply Chain Supply Chain Design Software Supply Chain Design Supply Chain Planning Software 154

Infosys Supply Chain Management

JUNE 28, 2012

Cloud & Big Data. From our experience in these industries its clear that this kind of actual and benchmark data is available but it is spread through numerous points and systems. An integrated or consolidated view of that data is rarely ready and available. December 2009. November 2009. October 2009.

Supply Chain Planning Software 22

Supply Chain Planning Software Supply Chain Software Sustainability Agile and Lean Supply Chain 22

Supply Chain Shaman

NOVEMBER 28, 2016

Over the period of 2009-2015, only 88% of companies made improvement on the Supply Chain Metrics That Matter. (As As a group, these metrics have the highest correlation to market capitalization. As a group, public companies want to make progress to both drive and sustain metrics performance, but they cannot.

Supply Chain Design Software 195

Supply Chain Design Software Supply Chain Planning Software Agile and Lean Supply Chain Supply Chain Software 195

Supply Chain Shaman

JULY 25, 2016

Selfishly, we need standard for our research, but we also want to help supply chain leaders gain new insights from a deep data-driven analysis. It is data driven research: a deep analysis of performance, improvement and Price to Tangible Book Value of 320 companies across 31 industries for the period of 2009-2015. Background.

Pharmaceutical 210

Pharmaceutical Supply Chain Design Supply Chain Strategy Supply Chain Planning 210

Supply Chain Movement

MARCH 6, 2013

They are tactical rather than strategic, offer insufficient visibility and are limited by metrics, contract terms, and risk mitigation strategies. Technology drivers include advanced IT and mobile solutions, big data and analytics, and social media. Economic losses from supply chain disruptions increased 465% between 2009 and 2011.

Third Party Logistics 60

Third Party Logistics Logistics Network Optimization Software Cost Reduction Strategies Inventory Reduction 60

ThroughPut

JUNE 14, 2019

Dating back to 2009, bottleneck elimination came in the form of chemical engineering homework sets examining flow rates, pumps, and other levers. Every time I have leveraged existing data, I have made a professional impact in my company’s supply chain. Quantifying that data in dollar amounts is what is tough.

Resource Reduction 40

Resource Reduction Supply Chain Design Software Supply Chain Network Software Analytics Software 40

Logistics Bureau

JULY 18, 2018

As market and buying trend data becomes more abundant and IT systems more connected, retailers can better estimate demand and adapt their ordering. It makes sense to run reverse logistics as a profit centre with corresponding KPI and metrics. Forecast demand better. Reverse Logistics Strategy 3: Make it Profitable.

Reverse Logistics 40

Reverse Logistics Logistics Network Optimization Software Logistics Vendor Strategies 40

ThroughPut

JUNE 14, 2019

Dating back to 2009, bottleneck elimination came in the form of chemical engineering homework sets examining flow rates, pumps, and other levers. Every time I have leveraged existing data, I have made a professional impact in my company’s supply chain. Quantifying that data in dollar amounts is what is tough.

Resource Reduction 40

Resource Reduction Inventory Reduction Waste Reduction Supply Chain Design Software 40

ToolsGroup

APRIL 1, 2022

But, before we dig into the data – let’s start on a positive note: Supply Chain Statistics Show Challenges, but the Industry Remains Resilient. As some component lead times push into 2023, the shortage is expected to last 24 months before it recedes – similar to the chip shortage of 2008-2009. Deloitte Global). AlixPartners).

Material Savings 207

Material Savings Purchasing Skills Supply Chain Planning Software Manufacturing Procurement 207

Supply Chain Insights

JULY 26, 2016

Selfishly, we need a standard for our research, but we also want to help supply chain leaders gain new insights from a deep data-driven analysis. It is data driven research: a deep analysis of performance, improvement and Price to Tangible Book Value of 320 companies across 31 industries for the period of 2009-2015. Background.

Pharmaceutical 110

Pharmaceutical Supply Chain Design Supply Chain Strategy Supply Chain Planning 110

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. We had silo’s and different functional areas had competing metrics that prevented progress.

Supply Chain Planning Software 150

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

3rdwave

JANUARY 23, 2019

The more granular and comprehensive the data captured in digital format, the higher the fidelity and resolution of the picture presented through digitization. However, digitization really became mainstream around 2009 when there were officially more “things” than people connected to the internet. Why should Logistics care?

Logistics Network Optimization Software 86

Logistics Network Optimization Software Transportation Optimal Sourcing Logistics 86

Supply Chain Movement

OCTOBER 31, 2016

Unfortunately, we find most companies are moving backwards on the Supply Chain Metrics That Matter (growth, operating margin, inventory turns and Return on Invested Capital) or are making progress on singular metrics instead of driving performance improvement on a balanced portfolio of supply chain metrics that correlate to market capitalization.

Pharmaceutical 60

Pharmaceutical Supply Chain Planning Supply Chain Strategy Supply Chain Design 60