Imagine: an enterprise, like a living organism, that will naturally adapt based on the environment. Its products and services, will grow, shrink, defend, and heal themselves as needed. This is the future of the AI-based enterprise.
We are living in an unprecedented time. Technology innovations disrupt existing industry business models, and in some cases, completely replace existing industries. Technology continuously and fundamentally changes the way we live and interact with each other.
Compared to the industrial revolution and the Internet revolution, the AI revolution is proceeding at an even faster pace. In the coming decades, AI will profoundly impact every aspect of our daily life, from home, to work, to our society.
"We will show you that you can build a mind from many little parts, each mindless by itself."
Marvin Minski, father of AI
In his seminal book, "The Society of Mind," Marvin Minsky, the father of AI, put forth a theory that describes how a "society" of tiny components that are themselves mindless can form an intelligent mind. This is a profound insight.
This theory has largely been proven true, even though the techniques used to connect these vast numbers of little parts needed to be discovered and go through many generations of trial and error until the convergence of neural networks, machine learning, deep learning, and massive data processing and computing revealed the right combination.
Examples of AI abound in every industry today:
With Minsky's theory in mind, when we look at enterprise business’ digital transformation journey, we notice that it follows the same path in becoming more and more intelligent. From task automation to digital expansion to AI-assisted business, every organization is on a path that intersects with AI.
Broadly speaking, we see three major areas for near- to mid-term AI opportunities in the enterprise.
The first is customer engagement. The focus is to help improve customer experiences, to deliver personalized products and services, and to automate mundane customer services tasks such as call center support.
The next opportunity is cybersecurity. As the volume and complexity of cyberattacks have increased tremendously, the efforts to identify and contain cyber threats have reached beyond human scale. Combining AI with cybersecurity, security professionals have additional resources to defend against cyber attackers.
In general, opportunities in AI in cybersecurity include the following areas:
The offense vs. defense strategies and innovations in cybersecurity form a never-ending game. As security professionals increasingly adopt AI technologies to fight automated attacks, criminals, too, catch up on AI and will use it to launch more sophisticated attacks.
The third area is in enterprise business operations. This applies to the areas of IT operations, employee operations, sales, and financial operations, etc. In this area, automating the business processes to remove intermediate human actions is the main goal. AIOps and Robotic Process Automation (RPA) are the major subareas.
The main areas of opportunity for AI in business operations are in:
While AI for the enterprise has great potential, there are a few bumps in the road. In addition to the relative technical difficulty of implementing and scaling AI, organizations face business and cultural challenges:
To find success, AI efforts must span far beyond any individual enterprise; they will require the industry to work together.
Despite these challenges, we believe that AI will fundamentally change the enterprise business landscape, across every vertical and sector.
AI, in the future, will be the new electricity for the enterprise, powering a new era of innovation and creating opportunities for every industry. We need to carefully consider such opportunities and remember that in the world of technologies, machines, and algorithms, AI should ultimately enhance our humanity.
In other words, we need to do the right thing when it comes to applying AI and embrace a culture that is human first.