There’s been a lot of buzz recently about so-called machine learning, yet despite so much talk, there are a great number of individuals who are still unfamiliar with this technology. As IT automation experts, the team at Ayehu is already harnessing the power of this innovative concept in the automation and orchestration solutions we offer. As such, we thought it might be helpful to delve a little bit into what machine learning is and, more importantly, what it can do for your organization.
What is Machine Learning?
Machine learning is a form of artificial intelligence which involves an algorithm that learns a pattern in existing data and then uses that information to predict a similar pattern in new data. Despite the recent attention it has been getting, machine learning is nothing new. But thanks to the overabundance in available data and more affordable tools for gathering, processing, deciphering and storing that data, these algorithms can now easily be applied to produce fast, affordable results for businesses everywhere.
Why does it matter?
From a business standpoint, machine learning can facilitate better decision-making in real-time, without the need for human intervention. Essentially, the technology is intuitive enough to “learn” from past events and adapt for better performance in the future based on that information. By leveraging these precise algorithms, organizations can better identify profitable opportunities and more effectively avoid unknown risks.
Who can benefit the most from Machine Learning?
Businesses in almost every industry can potentially benefit from machine learning technology, but there are several industries for which this technology is particularly useful. Specifically, organizations in industries that require the handling of large amounts of data are already realizing the benefits of machine learning in gaining insight and competitive advantage.
This type of AI can also be highly effective in the area of information security by automating incident response and using existing data to predict and prevent future cybersecurity risks. As such, the businesses that have already begun leveraging machine learning with great results include those that fall into any of the following sectors:
- Financial Services
- Sales and Marketing
Not coincidentally, each of these industries also happens to be at a greater risk of a cyber-attack due to the sensitive nature of the information and data they handle on a day to day basis. Machine learning can help manage, store and utilize the available data to streamline operations and improve customer experience. It can also help build a stronger defense against potential security breaches by providing round-the-clock monitoring and automated response for faster, more effective remediation.
How Ayehu is Using Machine Learning
The next generation of Ayehu is a simple yet powerful web-based automation and orchestration platform for IT and security operations that leverages proprietary, sophisticated machine learning algorithms to provide decision support via suggestions to optimize workflows and dynamically create rule-based recommendations, insights and correlations. Agentless and codeless, Ayehu is easily deployed, allowing users to rapidly automate tasks and processes, including interoperability across multiple, disparate solutions and systems from one, standalone platform.