On Monday mornings people have meetings in conference rooms around the world. A manager in the middle of the company hierarchy shows up with a dashboard points at some charts. Says something like, “Our Artificial Intelligence predicted this would happen three weeks ago.” Some people in the room nod like they understand what is going on. The Artificial Intelligence is a part of these meetings. Other people in the room try not to look confused about what the Artificial Intelligence’s really doing compared to what it is supposed to be doing. The Artificial Intelligence is a topic, in these meetings.
The difference between what people say about Artificial Intelligence and what Artificial Intelligence can do is a big part of what is happening in business right now. Artificial Intelligence is really changing how companies work, compete with each other and get bigger.. This change is not like those fancy videos that companies use to promote themselves. It is actually a lot more complicated it happens slowly and to be honest it is more interesting, than what you usually read about Artificial Intelligence. Artificial Intelligence is making a difference. It is not as simple as people make it sound.
What AI Actually Does in Real Businesses
Business uses intelligence for a few main things. Artificial intelligence in business finds patterns that people would not notice. It also does work that people have to do over and over in their heads. Artificial intelligence in business makes predictions based on what happened in the past. These things that artificial intelligence in business does may seem simple.. When you think about it a lot of what businesses do fits into these areas. Artificial intelligence in business is really useful, for these tasks.
Inventory management is not very exciting. It is a deal for a retail chain with many stores. They need to have the amount of stock in each store. If they have much inventory it is a waste of money. If they do not have enough they will lose sales. In the past people used to look at what happened and trust their instincts. Now computers can look at things at the same time like the weather what is happening in the area what people are talking about on social media what other stores are charging and if deliveries are late. It is not always right. It is usually better than just people guessing. Inventory management is important for chains, with many locations. They need to get it right to avoid wasting money on inventory.
Let us take a look at customer service for example. There is a software company that I’m familiar with and they put in place an artificial intelligence system. This system looks at support tickets soon as they come in. It does not send responses to the customers that is still something that humans do. It sends the tough issues straight to the people who are specialists in that area. It does not let them go back and forth between a lot of agents. Because of this the time it takes to resolve the issues on average went down by 40 percent. The customers are more satisfied now. The people who work in support are also less frustrated because they do not have to spend much time on cases that are not meant for them. Customer service is a deal and this artificial intelligence system is really helping the customer service team, at this software company.
These are not changes. They are improvements in how things are done.. These small improvements can make a big difference over time.. When you make these small improvements throughout the whole organization the Facebook company or the Google organization or the organization will have a big advantage over others. The small improvements in efficiency are important. They help the organization to be better, than others. The organization will be more efficient. This will help them to succeed.
The Decision-Making Revolution
Where Artificial Intelligence gets really interesting is when it helps people make decisions. Companies have always had a lot of information. It is hard to use that information to make good choices quickly. Artificial Intelligence can help with this.
A manufacturing firm recently told me about their intelligence system that keeps an eye on the production equipment. This system does not just watch when the machines stop working. Other systems can do that. What it does is learn the signs that show a machine is about to break down. These signs are things like changes in how the machine vibrates, very small changes in temperature and strange patterns in how much power the machine uses. The artificial intelligence system sends a warning, about the equipment so that people can fix it before it breaks down. This helps prevent the machines from stopping for a time, which costs a lot of money and it also helps the machines last longer. The manufacturing firm uses this intelligence system to monitor production equipment and it is very useful.
What makes this thing so powerful is not the technology it is how it changes the way people make decisions. The people who fix things like maintenance crews do not just wait for something to go wrong. Then fix it. They can now plan ahead. Be prepared. The managers can make schedules because they have good information about when equipment might break down. The whole way the operation runs changes. The maintenance crews and the managers and everyone else are all affected by this change, in decision making. This change is what makes this thing so powerful.
The same thing happens in parts of a company. Marketing teams use Artificial Intelligence to try out lots of ads at the same time, which helps them figure out what people like about the ads. They can do this a lot faster than if they were to test the ads one by one.
Financial people use Artificial Intelligence to look at money transactions and find things that do not seem right. This can help them catch people who are doing something or find new business opportunities.
The people, in charge of hiring use Artificial Intelligence to look at resumes. This is supposed to make the process fairer. It is also a problem because it can repeat the same biases that already exist.
The main thing that stands out is how fast and big things can happen with Artificial Intelligence. Artificial Intelligence does not always make choices than people who have a lot of experience when it comes to individual situations but Artificial Intelligence can make pretty good choices when it has to deal with thousands of situations at the same time. This means that people are free to focus on the tough situations that need good judgment, creativity or the ability to understand how others feel. Artificial Intelligence is really good, at handling a lot of things which helps people do their jobs better.
The growth acceleration that nobody expected is really something. It is a surprise for everyone. The growth acceleration has been very fast. It has caught a lot of people off guard. Nobody thought the growth acceleration would happen quickly. This growth acceleration is a change and it will have a big impact on a lot of things. The growth acceleration that nobody expected is still. It will be interesting to see what happens next, with this growth acceleration.
The biggest change that Artificial Intelligence is making in business is not really about making things run smoothly. Artificial Intelligence is actually helping companies get into markets. This is happening because Artificial Intelligence is making it easier for smaller companies to start up and compete with the companies that have been around, for a long time. Artificial Intelligence is doing this by lowering the barriers that stop companies from getting started. This means that smaller and more flexible companies now have a chance to compete with the more established companies. Artificial Intelligence is creating opportunities for these smaller companies to get into the market.
Nowadays a startup with two people can set up a customer service system that is as good as what a big call center had ten years ago. A small online shopping business can suggest products to customers in a way that’s similar to what Amazon does. A small investment company can do analysis that used to require a team of experts who are good with numbers and this is a big change for these small businesses like the boutique investment firm, which can now do things that were not possible before, for a company of its size.
The democratization of capability is really changing how companies compete with each other. Big companies that have been around for a time still have some advantages like having a lot of data a lot of resources and people knowing their brand.. These advantages do not mean as much as they used to. This is because a new competitor can now do as good a job as the big company but they can do it for a lot less money. For example a competitor can get to 80% of the companys level of capability but they only have to spend 20% of what the big company spends. This is a change, for the democratization of capability. The democratization of capability is making it easier for new companies to compete with companies.
The other side of the story is that companies need to keep changing to stay of the competition. Companies that think Artificial Intelligence is something they can implement and then forget about will fall behind companies that see Artificial Intelligence as something they need to keep working on. The world is changing fast and if companies do not keep up they will actually be moving backwards. Artificial Intelligence is something that companies need to keep developing to stay competitive with companies that are also developing Artificial Intelligence.
The Hidden Costs and Complications
The business press loves to talk about success stories of Artificial Intelligence. Making Artificial Intelligence work is really tough. A lot of companies try Artificial Intelligence. They do not get the results they want. When we look at why this happens we learn some things, about how Artificial Intelligence actually works in companies that use Artificial Intelligence.
First Artificial Intelligence is only as good as the information it learns from. Most companies have inconsistent or incomplete information, which makes it hard for them to get any benefit from Artificial Intelligence systems. Making sure the information is correct and setting up rules, for managing the information is not exciting but it is usually what makes Artificial Intelligence projects successful and stops them from being expensive failures. Artificial Intelligence projects need information to work properly so companies should focus on cleaning their information and establishing proper rules for managing the information.
Second artificial intelligence systems do things in a way that people do not always understand which causes problems when we try to use them with things. For example a store uses an intelligence system to set prices that make the most money but then it finds out that this system is upsetting its best customers because it is charging them too much. A bank uses an intelligence system to decide who gets a loan and this system is actually better at making decisions, than human employees but it cannot tell us why it made those decisions and that is a problem because the bank has to follow rules. The artificial intelligence system works,. The bigger system it is a part of does not work well with it.
Third people in a company really do resist changes. They have good reasons to do so. Employees are worried that Artificial Intelligence will take away their jobs. Managers are scared that they will lose control to Artificial Intelligence algorithms that they do not understand. These concerns are not just people being paranoid. They are reactions to the fact that nobody really knows how Artificial Intelligence will affect who has power and what happens to peoples careers, in the future.
What smart companies are actually doing is really interesting. Smart companies are finding ways to do things. They are trying to make their businesses better. Smart companies are working hard to come up with new ideas. Some smart companies are even changing the way they work. Smart companies are doing things that other companies are not doing. This is what makes smart companies so successful. Smart companies are always looking for ways to improve.
The businesses that really get something out of Artificial Intelligence do some things that’re similar. They start with a problem that they want to solve, not just a general idea that they want to use Artificial Intelligence. They get people who’re experts, in their field to help design and test the Artificial Intelligence systems rather than just leaving it to the information technology team. The businesses that get value from Artificial Intelligence also try things out quickly and expect that they will find some unexpected problems when they first start using Artificial Intelligence.
Importantly people think of Artificial Intelligence as something that helps people do things better not something that replaces what people think. The best Artificial Intelligence projects for businesses are the ones where people and Artificial Intelligence work together. Each does what they are good, at.
A company that deals with money matters made a computer program that looks at requests for loans and figures out how risky they are. The program gives a score to each request.. It is the people who work with loans who make the final choice. The computer program tells them why it made its decision. As time goes on these loan people have gotten better at knowing when to trust the computer program and when to ask questions. The computer program has also gotten better because the loan people told it what it did right and wrong. Now the company makes choices, about who to lend money to and it is better than if only people or only the computer program were making the decisions. The company and the computer program work together to make lending decisions and this is because the loan officers and the computer program the loan officers and the computer program are working together.
The Road Ahead
Business Artificial Intelligence is still in its phase like a teenager. The Business Artificial Intelligence technology is really powerful. It is not mature yet. People are starting to figure out what works best for Business Artificial Intelligence. We do not have any established rules. There is a difference, between what Business Artificial Intelligence can do and what it actually does.
What is obvious is that Artificial Intelligence will not just make businesses better at doing the things they are already doing. It is actually changing what businesses can do what makes them money and what it means to be better, than the competition. Companies that learn how to use Artificial Intelligence to their advantage will do well. Companies that do not use Artificial Intelligence will have a time no matter how well they are doing right now.
The companies that win will not be the ones with the advanced Artificial Intelligence or the largest teams that work on data.
They will be the organizations that use Artificial Intelligence in the way to make decisions.
These organizations will find the balance, between using Artificial Intelligence to make recommendations and using human judgment.
The winners will be the organizations that continuously adapt as Artificial Intelligence changes over time.
In other words, the same things that have always separated successful businesses from the rest—just with new tools and higher stakes.
