I'm Stephen F. DeAngelis, a technology and supply chain sector entrepreneur with over 25 years of experience in building, financing and operating technology and manufacturing companies. I founded Enterra Solutions, LLC, in 2003 to address the global complexity challenges of corporations and governmental agencies through the effective use of artificial intelligence and patented best practices. Read more about Stephen F. DeAngelis

In this blog, I discuss issues about the effects of globalization on business and government with a focus on supply chain management, innovation, and technology. Our goal is to advance the public discussion about Enterprise Resilience Management℠ and the new organizational environment.

Bradd C. Hayes is the active editor of this blog. Read more about Bradd C. Hayes

Technology and Education: The Collaborative Classroom

September 22, 2017

In a previous article, I discussed how advanced education technologies (edtech) is poised to change the traditional classroom in revolutionary … Continued

Artificial Intelligence and the Intelligent Enterprise

September 21, 2017

Artificial intelligence (AI) technologies are maturing rapidly. Most of the progress has been made in the field of narrow (or … Continued

Cognitive Process Automation and the Collaborative Workplace

September 20, 2017

Humans have always had a love/hate relationship with machines. People who labored performing routine, tedious tasks but wanted to do … Continued

Digitalization and the Ever-changing Supply Chain

September 19, 2017

One hears and reads so much about the digital supply chain and digital transformation you might erroneously conclude they are … Continued

Waiting for the Robotics Apocalypse

September 18, 2017

Golden anniversaries are generally something to celebrate. You can be forgiven, however, if you missed the 50th anniversary of the … Continued

What Harvey and Irma Teach Us about Supply Chain Risk Management

September 15, 2017

The double punch of hurricanes Harvey and Irma on the U.S. economy will be felt for years. Supply chain risk … Continued

Is it too late to Ramp Up the Supply Chain for the Holiday Season?

September 14, 2017

“Christmas is coming, the geese are getting fat.” That opening line of a traditional Christmas carol is normally sung after … Continued

Leveraging an Intelligent Internet of Things

September 13, 2017

“Few technology trends have gotten as much publicity over the past few years as the Internet of Things (IoT) — … Continued

The Digital Enterprise in the Digital Age

September 12, 2017

The historical period in which we live has been given a number of labels including the Digital Age and the … Continued

Artificial Intelligence and Targeted Marketing

September 11, 2017

By now most people understand they generate data whenever they use their computer, tablet, or smartphone. They also understand companies … Continued

Big Data and the Hunt for New Drugs

September 8, 2017

Controlling healthcare costs remains a hot topic, especially in the United States. Although no single strategy for controlling costs exists, … Continued

Dawn of the Cognitive Computing Era

September 7, 2017

More and more commentators are talking about the dawn of the Cognitive Computing Era. An “era” isn’t something one should … Continued

Barcelona Rightfully Claims Smart City Label

September 6, 2017

Travel writers love painting a picture of the world they see with words; and, Barcelona, Spain, has a lot to … Continued

Omnichannel versus Multichannel Supply Chains and Marketing

September 5, 2017

I would venture to say most people use the terms omnichannel and multichannel interchangeably. For casual conversations, using them interchangeably … Continued

Labor Day 2017

September 4, 2017

Although most Americans celebrate Labor Day as the unofficial end of summer and see it as a final opportunity to … Continued

Technology and Education: Robots in the Classroom

September 1, 2017

The world is changing faster than it has in any previous historical era. Ira Wolfe (@HireAuthority) reports that a study … Continued

Moving towards Industry 4.0

August 31, 2017

The commercial world is being roiled by new technologies. Old business models are being replaced by new ones and essential … Continued

Supply Chain Resilience in a Risky World

August 30, 2017

We live in a risky world. Supply chains, especially extended ones, are subject to an almost infinite number of risks. … Continued

Will there be Jobs for Humans in the Years Ahead?

August 29, 2017

One of the pressing questions of the digital age is whether humans will have a place in the workforce of … Continued

There is No Golden Path to Innovation

August 28, 2017

Most pundits agree, if companies want to be long-lived, they need to foster continual innovation. In their quest to be … Continued

Adding Intelligence to the Digital Supply Chain

August 25, 2017

The digital supply chain is often touted as the next step in supply chain evolution. Many pundits, however, are looking … Continued

Targeted Marketing in the Digital Age

August 24, 2017

No one argues with the fact we live in a digital age characterized by big data and advanced analytics. Marketers … Continued

The Digital Age Demands Master Data Management

August 23, 2017

The digital age is data driven. That fact should come as no surprise. It stands to reason, therefore, that any … Continued

The Value of Artificial Intelligence

August 22, 2017

Artificial intelligence (AI) has stirred a lot of discussion in recent years. Some pundits insist AI is an existential danger … Continued

Solar Eclipses and Supply Chain Risk Management

August 21, 2017

Today, much of the United States will experience a total solar eclipse. That hasn’t happened for nearly 100 years. Because … Continued

Smart Cities: Science Fiction or Possibility?

August 18, 2017

“Every mayor wants their city to be ‘smart’,” writes Eleanor Cummins (@elliepses), “but harder is doing what it takes to … Continued

Confronting Supply Chain Disruptions

August 17, 2017

“Even the biggest players in manufacturing are not immune to supply chain disruptions,” writes Kasey Hall. “Severe weather, factory fires, … Continued

Dealing with Inventory Shrink

August 16, 2017

Inventory shrink remains a problem for every retailer. How big of a problem? A year ago Joel Griffin (@SecInfoWatch) reported, … Continued

Winning Supply Chain Teams Need to Collaborate

August 15, 2017

For years subject matter experts have touted the benefits of closer supply chain collaboration. For example, back in 2013 Leonie … Continued

Getting to Know the Internet of Things

August 14, 2017

The Internet of Things (IoT) is a big concept that will be uniquely implemented in various economic and government sectors. … Continued

Language and Learning

August 11, 2017

For decades researchers have been telling us that language and learning are fellow travelers in the educational process. Rhodi Lee … Continued

Horseless Carriages and Humanless Workplaces

August 10, 2017

Earlier this year, I reported on the results of a study conducted by Daron Acemoğlu (@DrDaronAcemoglu) of MIT and Pascual … Continued

Chargebacks: Walmart Raises the OTIF Stakes

August 9, 2017

Retailers and suppliers have a symbiotic, but often tense, relationship. One source of tension is retailer chargebacks (or fines). Last … Continued

The Unstoppable Digital Supply Chain Movement

August 8, 2017

In many aspects of life — from politics to criminal investigation to investment — the advice you often hear is … Continued

Targeted Marketing aimed at Generation Z is Coming of Age

August 7, 2017

For manufacturers and retailers, there are a lot of generations currently in play — Baby Boomers, Generation X, Generation Y, … Continued

What’s Next in the Computer Science Sector?

August 4, 2017

One of the speakers I was fortunate enough to book for the First Annual Enterra Solutions® Cognitive Computing Summit was … Continued

Supply Chain Cyber Security Risks Rising

August 3, 2017

Concerns about cyber security are nothing new. Elena Kvochko (@elenakvochko), a cyber security expert, observes, “Cyber security has long become … Continued

Smart Cities and People

August 2, 2017

The smart cities movement is based on the premise that greater connectivity will make systems smarter allowing urban entities to … Continued

The Internet of Things and the Rise of the Digital Supply Chain

August 1, 2017

“Few technology trends have gotten as much publicity over the past few years as the Internet of Things (IoT) — … Continued

Artificial Intelligence and Creativity

July 31, 2017

Creativity has been touted as one of humanities greatest abilities. The creative mind was supposed to make us unique and … Continued

Artificial Intelligence and Ethics

July 28, 2017

You hear and read a lot of scary stuff about artificial intelligence (AI). That’s why I thought it was important … Continued

The Rise of the Intelligent Enterprise

July 27, 2017

We live in the digital age. The World Economic Forum has declared data is a resource as valuable as oil. … Continued

The Pre-history of Artificial Intelligence

July 26, 2017

One of the initial speakers at the First Annual Enterra Solutions® Cognitive Computing Summit was George Dyson, a historian and … Continued

In Praise of Curiosity, Imagination, and Serendipity

July 25, 2017

“We keep moving forward, opening new doors, and doing new things,” Walt Disney once said, “because we’re curious and curiosity … Continued

Time to Take Part in the Digital Enterprise Revolution

July 24, 2017

Revolutions occur when people are dissatisfied with the status quo and rise up to change things or when disruptive technologies … Continued

Math: the Last Letter in “STEM” but the First in Importance

July 21, 2017

Albert Einstein once said, “Pure mathematics is, in its way, the poetry of logical ideas.” And the late Polish mathematician, … Continued

Don’t Lose the Consumer on the Digital Path to Purchase

July 20, 2017

“In the era of machine learning, intelligent assistants, and artificial intelligence, the customer journey is often an afterthought,” writes Adam … Continued

Is the Digital Supply Chain the New Reality?

July 19, 2017

Companies taking a wait-and-see approach to digitizing their supply chain shouldn’t wait very long according to George W. Prest (@mhi_ceo), … Continued

Concern, not Panic, Over Jobs Sustainability, Part 2

July 18, 2017

“Throughout our history we Americans have stood out by embracing the future and rising to big challenges,” write MIT’s Andrew … Continued

Concern, not Panic, Over Jobs Sustainability, Part 1

July 17, 2017

The discussion about future jobs sustainability continues to heat up. On one side are prognosticators who predict artificial intelligence (AI), … Continued

The Usefulness of Useless Knowledge in an Innovative World

July 14, 2017

The world likes to make a distinction between basic and applied knowledge. In recent years, there seems to be more … Continued

Blockchain and Trust

July 13, 2017

“A new technology is redefining the way we transact,” assert analysts from Goldman Sachs. “If that sounds incredibly far-reaching, that’s … Continued

Artificial Intelligence: Misunderstood and Underappreciated

July 12, 2017

Artificial intelligence (AI) is a term that frightens many people but excites others. For most people, AI conjures up images … Continued

Decision-making and Cognitive Computing

July 11, 2017

Enterra Solutions recently sponsored a Cognitive Computing Summit with the intention of making it an annual event. Over the next … Continued

Machine Learning, the Cloud, and Your Business

July 10, 2017

Hollywood has done a terrific job warning us about the dangers of artificial intelligence (AI). There is a much more … Continued

Targeted Marketing and Machine Learning

July 7, 2017

From movies to markets, artificial intelligence (AI) is a hot topic. In the retail and marketing sector, the staff at … Continued

The Bumpy Ride to Digital Enterprise Transformation

July 6, 2017

Does change frighten or concern you? If it does, “Fasten your seatbelts, it’s going to be a bumpy ride.”[1] According … Continued

The Digital Supply Chain — Building Block of the Future

July 5, 2017

Pundits have argued for years that the term “supply chain” inaccurately depicts the real world. “The supply chain, as the … Continued

Independence Day 2017

July 4, 2017

Independence Day is a good time to remember that the Revolutionary War might not have been won without the help … Continued

Supply Chain Risk Requires a Resilient Enterprise

July 3, 2017

We’ve all heard the adage “nothing is certain except for death and taxes.” In the business world, Jeff Thomson (@IMA_JeffThomson), … Continued