Tag Archives: Automation Engineers

Robots and Automation

Redefining Industries and the Workforce

Robots and Automation

GUEST POST from Art Inteligencia

The world is undergoing a technological revolution, where robots and automation are increasingly prevalent in industries, altering the way we work and transforming entire sectors. This paradigm shift has given rise to a new era for the global workforce, with significant implications for the economy and society as a whole. In this thought leadership article, we will explore how robots and automation redefine industries and reshape the workforce by examining two compelling case study examples.

Case Study 1: The Automotive Industry

The automotive industry has witnessed a remarkable transformation due to the integration of robots and automation. Assembly lines that were once dominated by human labor have now become hubs of robotic efficiency. Manufacturing giants like Tesla and Toyota have turned to automation to enhance production speed, improve quality control, and ultimately increase profitability.

The deployment of robots and automation in the automotive sector has proven to be a game-changer. By automating repetitive and labor-intensive tasks, such as welding, painting, and assembly, manufacturers have achieved greater precision and consistency in their operations. This shift has also led to a reduction in workplace injuries, as robots effectively handle hazardous tasks and operate in environments inhospitable to humans.

Yet, the introduction of automation in the automotive industry has not come without its challenges. While overall productivity has surged, concerns about job displacement have mounted. However, it is important to note that automation has typically resulted in the creation of new jobs that are more cognitively demanding and require advanced technical skills. Moreover, the shift to automation allows human workers to be up-skilled in areas such as robot programming, maintenance, and supervision, leading to higher job satisfaction and improved career prospects.

Case Study 2: E-commerce and Warehousing

The rapid growth of e-commerce has revolutionized the retail industry, prompting a surge in demand for warehousing and fulfillment centers. Robots and automation have played a pivotal role in meeting this demand by redefining the warehousing landscape. Companies like Amazon have embraced robotics to optimize their logistics operations, enhance efficiency, and streamline processes.

Robots deployed in e-commerce warehouses are capable of picking, packing, and sorting products at remarkable speeds, far surpassing the capabilities of human workers. They navigate the warehouse floor with precision and utilize machine learning algorithms to continuously improve their performance. Automation allows for a much quicker order fulfillment process, leading to reduced delivery times and improved customer satisfaction.

While the use of robots in e-commerce warehouses has raised concerns about job displacement, it is vital to understand the broader picture. As demand for online shopping and rapid delivery increases, the need for more sophisticated logistics operations grows as well. This expansion necessitates a larger workforce to manage, program, and maintain the robotic systems. Furthermore, the integration of automation in e-commerce has opened up new opportunities for workers in areas such as inventory management, data analysis, and customer service, illustrating the transformative nature of this technology.


Robots and automation are undoubtedly redefining industries and transforming the global workforce. As exemplified by the automotive industry and e-commerce sector, the integration of this technology has led to increased productivity, improved quality control, and enhanced safety measures. While concerns about job displacement persist, historical evidence suggests that automation creates new roles that require advanced skills, benefiting workers in the long run. To adapt to this rapidly changing landscape, harnessing the potential of robots and automation will be crucial for individuals, companies, and policymakers alike. It is through proactive adaptation and up-skilling that we can embrace this technological revolution and shape a future where robots work alongside humans for the betterment of society.

Bottom line: Futurists are not fortune tellers. They use a formal approach to achieve their outcomes, but a methodology and tools like those in FutureHacking™ can empower anyone to be their own futurist.

Image credit: Wikimedia

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Consulting Industry Faces Threat From Artificial Intelligence

Consulting Industry Faces Threat From Artificial Intelligence

by Braden Kelley

Previously I explored the value of eminence and thought leadership to consulting firms, and how unfortunately the power of inbound content marketing has a dark side that forms part of a three-pronged attack on the consulting industry.

Meanwhile, the tireless invention and innovation efforts of research teams in companies around the world have helped to keep the pace of technological advancement in computer processing power at or above Moore’s Law for several decades. This has given technology companies the ability to put more computing power than the entire Apollo space program into the pockets of more than a billion people around the world.

It seems like everything has become digital, including music, books, and even movies. Increasingly intelligent digital technologies and mercurial customer expectations threaten both people and enterprise at every turn. With all of this technological change, the last few decades have been an amazing time for consultancies, full of revenue and opportunities. Clients desperate for solutions to help them cope with these challenging times helped management consulting firms grow in size and scale, expanding to cover multiple technology, and even marketing, specialties.

But the same technologies that have led to the growth of consulting companies over the last couple of decades, will begin to lead to a shrinking of those same consulting firms. The increasing diversification of the large global consultancies into other specialties is the first step to what is an inevitable shrinkage forced upon the industry by the three factors I detailed in my last article titled Consulting Industry Caught in the Crossfire.

The same forces that are causing a feeling of disequilibrium for the firms that consultancies serve are also causing the same unease, trepidation and challenge for the consulting firms themselves as they find themselves attacked on three sides from:

1. Increasingly Available Intellectual Property
2. Internal Consultants
3. Artificial Intelligence

In my previous article on the Consulting Industry Attacked on Three Sides I looked at each attack in turn, but in this article I would like to dig a bit deeper into the final threat.

Artificial Intelligence

Roboadvisors, chatbots, and other implementations of artificial intelligence have captured people’s imaginations and led to both an increase in the number of articles written about artificial intelligence, but also in the practical implementations of artificial intelligence. People are becoming increasing comfortable with artificial intelligence thanks to the recommendation engines on Amazon and Netflix and IBM Watson’s appearance on the game show Jeopardy and battles against chess grandmasters.

But what does consulting have to fear from artificial intelligence?

Perhaps viewing this short video might give you a glimpse:

In the short run, maybe consultants don’t have as much to fear from artificial intelligence as workers in transportation, retail, or manufacturing. But, in the grander scheme of things, over time enterprising technology vendors will inevitably build upon publicly available artificial intelligence frameworks made publicly available by companies like Microsoft and Google (who are seeking to increase the sale of cloud services) to automate some of the tasks that recently minted undergraduate analysts or Indians perform now for the large consulting firms.

What we are starting to see is exactly what Roger Martin described in his landmark book The Design of Business, from which I would like to highlight one of the key concepts called The Knowledge Funnel highlighted in the image from the book below.

Is Jack White's Lazaretto Ultra LP a Vinyl Innovation?Source: The Design of Business by Roger Martin

The key point here is that as we understand our business and our interactions with our customers well enough, what was once a mystery we start to identify patterns inside of (heuristics), which then eventually allows us to create algorithms that can be captured in Standard Operating Procedures (SOP’s) and then eventually in code. The power of artificial intelligence is the ability to move the role of the machine to the left in The Knowledge Funnel, away from pure manual coding by a human, to computer programs that write themselves and eventually to heuristic identification and algorithm creation at some point in the near future. This is what crowd computing, machine learning and deep learning ultimately make possible, and which I explored in a previous article titled Welcome to the Crowd Computing Revolution in more detail. The fact remains that as computer programmers and the artificial minds they create become more adept at watching the work that consultants do and recognizing the patterns in their recommendations, the pressure on consultancies will build.


These are challenging times for large consultancies and small independent consultants as consultancies are forced respond to these attacks from three sides. Part of that three-pronged attack will come from a growing legion of automation engineers taking to cubicles around the world to design people out of jobs. In the same way that mechanical engineers build robots to replace our human muscles with machine muscles, automation engineers are computer programmers tasked with creating inexpensive machine minds with sufficient artificial intelligence to replace our more expensive human minds. Professions like that of the automation engineer will attract increasing numbers from workforces around the world, but not nearly enough to offset the losses in job opportunities that these individuals are tasked with eliminating. Only time will tell how quickly and how broadly artificial intelligence (AI) threatens the core business of consultancies.

If you are in the consulting industry, what is your strategy for responding to this threat?

Because, make no mistake, the threat is real. The only question is how quickly it will materially impact your bottom line.


You might enjoy this interview with David Cope, the creator of Emi (Emily Howell) the algorithmic composer, whom he later killed:

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