HomeSmall Business MarketingTop 6 Trends of Artificial Intelligence (AI) Risk Management in 2023

Top 6 Trends of Artificial Intelligence (AI) Risk Management in 2023

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When we think of artificial intelligence, the first thing that comes to mind is the voice-activated interfaces of Apple’s Siri and Amazon’s Alexa. Among other things, Alexa can respond to most verbal questions without hesitation. At the same time, Siri can finish the lyrics to a song when supplied with only the first few words.

However, many forget AI’s humble beginnings. AI allowed computers to display problem-solving abilities and develop critical thinking skills that were once believed to be exclusive only to the human brain. 

In its early days, artificial intelligence technology was limited to programs that could perform simple tasks such as winning a board game, solving algebraic equations in the form of a word problem, and imitating human speech. 

Today, AI’s capabilities are considerably more significant, and its value to organizations everywhere is indisputable.

But what is AI actually used for? One word- data. Artificial intelligence processes mass quantities of data and can single out trends and qualify hypotheses for decision-makers. 

It also automates repetitive and mundane tasks that, in the past, could only be done manually. In fact, several companies have developed AI solutions that can actually write content for websites! That’s how advanced artificial intelligence has become. 

The future has arrived. 

Today, we’ll be taking a look at AI and how it can be effectively used as an asset for an effective risk management strategy. Let’s dive in!

1) Greater Use

If there’s one sure bet in the tech space, it’s that AI isn’t going anywhere anytime soon. There are so many different uses for AI, and organizations everywhere have been exploring its potential.

Some examples of AI application experiments currently underway include:

Automatic Content Writing Tools

As I mentioned in the first paragraph, a few companies have now released AI writing solutions that fully automate content creation by scraping data from the internet and spinning the content to make it unique. 

Once this technology is perfected, it could potentially eliminate the need for content writers.

These solutions, while remarkably advanced, are still far from perfect. Content writing AI tools have yet to master the intricacies of language flow, and therefore still require a manual review by a human to ensure that the content reads right.

The actual test of the tool’s efficacy will be proven when a website is built entirely with automatically generated content. Google’s algorithm cracks down on both duplicate and spun content, so the goal is to have content that reads well (Translation: like an actual human wrote it) and is unique. 

AI-Powered Editing Assistants

Another recent AI innovation is the automatic editing assistants, used to help the not-so-grammar-savvy writers of the world. 

Tools like Grammarly not only scan for spelling errors in a written piece but also suggest similar words that would read better in the text and re-arrange any sentences that don’t flow right to ensure that the result is an excellent piece of content!

Spell-checking tools have been around pretty much as long as computers have, but the ability to analyze the readability of content based on the principles of language and automatically make the necessary changes is truly an incredible application of AI technology.

2) Integrated Risk Management Strategies

To recognize how AI can be applied to risk management solutions, it’s important to understand what risk management itself is. 

What is Risk Management?

Risk management is the process of identifying, assessing, and controlling threats to an organization’s capital and earnings. Threats and risks to an organization include: 

  • Financial unpredictabilities
  • Potential legal liabilities 
  • Strategic management inaccuracies

Integrated Risk Management Strategies for Organizations

Integrated risk management is a vital part of company success. An effective integrated risk management strategy can use integrated enterprise technology to identify, monitor, and mitigate any potential threats to an organization’s bottom line.

Integrated risk management addresses the following components:

  • Cybersecurity
  • Finance
  • Human Resources
  • Audits
  • Privacy
  • Compliance
  • Miscellaneous natural disasters

In the days before AI, an organization’s risk management process was handled much differently than it is today. 

There was only a single process and one team monitoring one of the components at a time. Different teams managing different data sets with different processes all at the same time meant that there was rarely a single version of the truth.

Oftentimes, a risk is multi-faceted. It’s difficult to determine cause and effect without having all data streams in one central location to compare them.

 Enter AI!

Some examples of problems that integrated risk strategies can help solve include:

  • Lack of Visibility: Lack of financial visibility to determine gross profit at both the customer and product levels
  • Lack of Accuracy: Accidental overpaying or underpaying internally and/or externally due to spreadsheet errors
  • Lack of Efficiency: Inefficient manual processes that are slow, as well as no longer effective

3) Increased Complexity

As the technology of AI continues to grow, so, too, does the complexity of its functions. 

As amazing as the ability to automate a number of tasks may be, it’s nothing compared to what artificial intelligence can do for an organization’s risk management strategy. 

While older versions of AI risk management solutions could process “structured data” (data capable of fitting neatly within the columns of a spreadsheet), newer artificial intelligence solutions are better equipped to process “unstructured data” (information that either does not have a predefined data model or is not organized in a predefined manner).

According to Forbes, 90% of the world’s data is unstructured, and that number continues to grow by an average of 55-65% per year. So finding the best way to gather and curate unstructured data successfully is why AI solutions need to become more complex.

4) Potential for AI Bias

Artificial intelligence doesn’t come with all the necessary data out-of-box. It’s a learning-based application, so teachers need to bring it up to speed! 

Because AI is created and trained by humans, oftentimes, the personal biases of the engineers find their way into the application’s functions. 

A recent example of this phenomenon is an instance reported by the New York Times. A startup AI firm was hard at work devising a system that could automatically detect and remove nude or sexually explicit images.

The firm sent millions of internet photos to a company in India to program their system. The Indian company was tasked with tagging these photos. The AI software would then follow a set of parameters based on this process. 

When the company got their tagged photos back, they were shocked to find that the workers in India had flagged all photos of same-sex couples for indecency. Most were not explicit in any way. 

So what the heck happened there? 

Because Indian culture strongly condemns homosexuality, the inherent personal values of the Indian contractors would have taught the AI solution to remove images that are otherwise viewed as perfectly acceptable in other cultures. 

recently published article by BSA TechPost details a new risk management bias framework solution that addresses key issues surrounding AI and risk management. 

The main functions of the framework solution, according to the post, will be:

  • Outlining an impact assessment process for identifying risks of bias throughout an AI system’s lifecycle
  • Highlighting existing best practices, technical tools, and resources for mitigating specific AI bias risks when they emerge
  • Setting up key corporate governance structures, processes, and safeguards that are needed to implement and support an effective AI risk management program.
  • (Source: BSA Tech Post)

Many other organizations are developing an AI risk management framework around these objectives.

5) Workforce Disruption

Artificial intelligence’s two main functions are increasing productivity by streamlining repetitive tasks and reducing errors with automation and curating the data streams that enable human managers to make the best business decisions for their company’s bottom line. 

There has been increasing debate over the last decade regarding the ethics of AI and its role in the workplace today. Many remain concerned that AI will completely eliminate the need for human intelligence as technology evolves. 

But the truth is that AI, although self-learning, was never intended for this purpose. Human logic and reasoning skills will always be a necessity that not even the smartest machines could ever replace. 

AI serves merely as a facilitator, curating data from multiple sources and putting all the important information into the hands of the decision-makers.

6) More Data Analysis

The patterns and trends that an organization’s in-house analysts can identify mean that analysts are an invaluable asset to any company. This insight facilitates company goals, determines organizational direction, and minimizes overall risk.

However, as they say, “To err is human.” No human being can achieve absolute perfection 100% of the time, so there are bound to be some mistakes along the way. 

There could be little mistakes that are easily correctable, or there could be major errors that cost the company a great deal of money. 

Many organizations now recognize that data is only as good as the systems put in place to interpret it, so a major focus for this year has been increasing the efficiency of their processes. 

Wrapping it Up

What if your company could minimize (or even eliminate) the chances of costly errors? Think of the money the organization could save! 

AI makes this possible by visualizing crucial data and automating repetitive tasks to ensure consistency and accuracy that human beings alone can’t hope to achieve. As time passes, we will likely see continual growth in artificial intelligence and its benefits to organizations and individuals. 

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