Think You Know Ransomware? The Origins of Cybercrime
How well do you know ransomware? Security hacks and ransomware attacks are constantly in the news. In fact, in June 2023, a zero-day vulnerability in Progress Software’s MOVEit Transfer managed file transfer (MFT) product affected over 130 organizations and millions of individuals. And that is only the latest in a constant stream of cybercrime.
Since the advent of the internet, hackers have been developing increasingly sophisticated attacks. But what is most concerning may be that what was once only achievable by highly-skilled hackers is now accessible to anyone. Would-be cybercriminals can easily access the tools and knowledge via the internet to mount an attack. Currently, that most often takes the shape of a ransomware attack—which makes any industry with data a target. Despite this fact, many organizations and individuals continue to remain vulnerable.
Sophos, a leading security software and hardware company, and one of Aunalytics’ technology partners, has released a three-part documentary series examining the history of cybercrime and how it affects everyone—from small businesses to local and national governments. The first episode examines origins of cybercrime and explores why many interconnected systems are susceptible to ransomware attacks. Watch it below:
View the episode on Vimeo.
Are you certain your organization is fully protected? If you aren’t sure, the security experts at Aunalytics can help you determine your organization’s risk. We offer a complete suite of managed security services and maintain a highly secure cloud environment utilizing security best practices. Aunalytics partners with leading technologies in the security field, such as Sophos, to ensure that your organization always stays a step ahead of hackers and other bad actors. Don’t leave your organization vulnerable—contact Aunalytics today.
The Truth About Artificial Intelligence in Business
Is the existence of Skynet imminent or is that simply a sci-fi trope? In this brief video, Dr. David Cieslak, Chief Data Scientist at Aunalytics, talks about the capabilities of Artificial Intelligence in business, some potential concerns with AI, and where the technology is headed in the future.
While there exists a broad range of applications for AI, in the business world, this technology has the potential to drastically change how we understand our customers and how we use our data to interact with them. Once created and trained with customer data, AI has the ability to quickly provide suggestions and insights that would otherwise be prohibitively difficult or even impossible to observe on your own.
For example, Aunalytics’ Daybreak for Financial Institutions platform uses a proprietary AI model that can predict when a customer or member is likely to churn, to suggest which product to promote based on what that specific person is most likely to buy, to identify where the best branch locations are, and more. These types of insights are hiding in your data, simply waiting to be uncovered. To learn more about the business applications of AI, you can view the extended interview here.
David Cieslak, PhD, is the Chief Data Scientist at Aunalytics since its inception and leads its Innovation Lab in the development and delivery of complex algorithms designed to solve business problems in the manufacturing/supply chain, financial, healthcare, and media sectors. Prior to Aunalytics, Cieslak was on staff at the University of Notre Dame as part of the research faculty where he contributed on high value grants with both the federal government and Fortune 500 companies. He has published numerous articles in highly regarded journals, conferences, and workshops on the topics of Machine Learning, Data Mining, Knowledge Discovery, Artificial Intelligence, and Grid Computing.
A Data Scientist's Thoughts on Artificial Intelligence, Business, and the Future
A Data Scientist's Thoughts on Artificial Intelligence, Business, and the Future
In this interview, David Cieslak, PhD, the Chief Data Scientist at Aunalytics, describes complex analytics concepts such as artificial intelligence, machine learning, and deep learning, and explains how they are useful for businesses today—and will continue to be in the future. David has been with Aunalytics since its inception and leads its Innovation Lab in the development and delivery of complex algorithms designed to solve business problems in the manufacturing/supply chain, financial, healthcare, and media sectors.
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Aunalytics is a data platform company. We deliver insights as a service to answer your most important IT and business questions.
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The Role of a Data Scientist
The Role of a Data Scientist
In this interview, David Cieslak, PhD, talks about the role of a data scientist—from what a typical workday looks like, to tips for budding data scientists.
David Cieslak, PhD, is the Chief Data Scientist at Aunalytics since its inception and leads its Innovation Lab in the development and delivery of complex algorithms designed to solve business problems in the manufacturing/supply chain, financial, healthcare, and media sectors. Prior to Aunalytics, Cieslak was on staff at the University of Notre Dame as part of the research faculty where he contributed on high value grants with both the federal government and Fortune 500 companies. He has published numerous articles in highly regarded journals, conferences, and workshops on the topics of Machine Learning, Data Mining, Knowledge Discovery, Artificial Intelligence, and Grid Computing.
The Value of Data Visualization
In this brief video, Dr. David Cieslak, Chief Data Scientist at Aunalytics, discusses the value that data visualization brings to data analytics. Whether you’re using a simple tool such as Excel or a BI software such as Tableau, creating a visual representation of your data allows it to be consumed by a much broader and less technical audience. Whether you’re a marketing specialist, a loan officer, or a bank president, a well-designed and up-to-date dashboard greatly improves your ability to understand and work with your data in a way that lists and spreadsheets can’t.
Aunalytics’ Daybreak Dashboards for Financial Institutions offer a variety of data visualization options such as the Customer Profile dashboard, which provides a 360-degree view of each customer, the Lending KPI dashboard, which provides overall and detailed lending performance across your organization, and the Marketing KPI dashboard, which allows for targeted campaigns to reach the right customer at the right time with the right product. With Aunalytics, you get the technology and the expertise required to turn your disparate data into easily understandable insights through the Daybreak Dashboards.
David Cieslak, PhD, is the Chief Data Scientist at Aunalytics since its inception and leads its Innovation Lab in the development and delivery of complex algorithms designed to solve business problems in the manufacturing/supply chain, financial, healthcare, and media sectors. Prior to Aunalytics, Cieslak was on staff at the University of Notre Dame as part of the research faculty where he contributed on high value grants with both the federal government and Fortune 500 companies. He has published numerous articles in highly regarded journals, conferences, and workshops on the topics of Machine Learning, Data Mining, Knowledge Discovery, Artificial Intelligence, and Grid Computing.
Focusing on Business Outcomes Leads to Analytics Success
Most organizations today realize that their everyday data holds value, yet is a resource that often remains untapped. Community banks and credit unions in particular are beginning to see the necessity of investing in these initiatives to compete with large banks and fintechs. However, despite investment in technology solutions that enable advanced analytics, many organizations still fail to succeed in realizing the value. According to Gartner, through 2022, only 20% of analytic insights will actually deliver business outcomes. Why do so many of these projects fail? For many organizations, they lack a clear vision of success. Their success measures should not be to simply build a data warehouse or hire a data analyst. The success measures should center around specific business outcomes.
In the video clip below, Rich Carlton, President and Chief Revenue Officer at Aunalytics, talks about how the right combination of technology, data and analytics talent, and a focus on achieving specific business objectives leads to analytics success.
Aunalytics provides an end-to-end data and analytics solution, including the technology, talent and expertise to help organizations focus on achieving actionable business outcomes. This insights-as-a-service model removes the pressure of building up an analytics infrastructure so businesses can focus their energies on realizing the value in their data much sooner. To learn more about how Aunalytics empowers community banks and credit unions with the ability to turn their data into actionable insights, watch our webinar, “Enhance Customer Experience and Increase Market Share with AI-Driven Personalized Interactions.”
Daybreak is a Customer Data Platform Encompassing Ingestion to AI for an End-to-End Analytics Solution
As technology advances and AI and advanced analytics are becoming mainstream, consumers have grown to expect a more personalized experience from their bank or credit union. This is especially important for midsized community financial institutions as they rely on their white-glove service to compete against large national banks. Having a customer data platform that not only integrates, aggregates, and cleans customer-centric data, but also makes it easy to gather actionable insights using AI and machine learning is essential. Gartner reports that by 2024, 75% of organizations will have deployed multiple data hubs to drive mission-critical data and analytics sharing and governance. While this is a high priority initiative for many organizations, community banks and credit unions frequently don’t know where to start, or get stuck trying to piece together various tools to build a customer data and analytics solution on their own. Now, there is a better answer.
Daybreak is an end-to-end data and analytics solution, providing daily insights powered by a robust data platform, financial industry intelligence, and AI-powered insights. In the current market, it can be difficult for midsized financial institutions to hire the technical talent for complex data management and advanced analytics. Aunalytics provides clients with the right tools, resources, and support throughout our end-to-end process. The right foundation is essential for a successful AI, machine learning, and predictive analytics journey.
Watch the video below to see why an end-to-end customer data platform is the ideal solution for community banks and credit unions:
Daybreak allows community banks and credit unions to compete with large financial institutions by…
- Understanding customers,
- Optimizing processes, and
- Revealing actionable insights.
See how Daybreak Customer Intelligence for Financial Institutions is the customer data platform that makes it easier for community banks and credit unions to gain actionable insights and achieve positive business outcomes.
Webinar: Enhance Customer Experience and Increase Market Share with AI-Driven Personalized Interactions
Enhance Customer Experience and Increase Market Share with AI-Driven Personalized Interactions
Aunalytics CMO Katie Horvath explains how midsized banks and credit unions can enhance the customer or member experience by becoming more data-driven. Employing these strategies can lead to increased revenue, lower expenses, and increased operational efficiencies.
Fill out the form below to receive an email with a link to the webinar.
Aunalytics is a data platform company. We deliver insights as a service to answer your most important IT and business questions.
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Proactive Security Measures Prevent and Mitigate Cybersecurity Attacks
Does your enterprise’s security stand up to today’s threats? Cyberattacks have increased to higher than ever levels and bad actors are attacking with increasing sophistication. It has been reported that ransomware attacks increased over 90% in 2021, with demands for payment skyrocketing into tens of millions of dollars. In addition, with remote work more prevalent than ever, most businesses now hold some form of sensitive data in the cloud and workers access company data from remote locations. Securing many different locations can be a challenge. Because of these factors, your security infrastructure in place today may still have gaps. Fortunately, proactive security prevents cyberattacks. Therefore, a security operations center (SOC) is the most essential element of modern security. But SOCs are expensive, complicated, and far beyond the reach of most small to midsize enterprises. Plus, security expertise is not easy to recruit and retain internally.
At Aunalytics, we constantly enhance our knowledge to keep up with progressively complex attacks. Aunalytics provides proactive measures for prevention, detection & response by identifying vulnerabilities and threats through a single, unified service. Our data platform examines intel from different sources with the goal of providing insight to your organization needed to best protect your technology environment. Pairing our data platform with the top cybersecurity solutions in the industry gives our clients peace of mind with our complete, holistic approach.
Watch the video below to learn more about Aunalytics Security solutions:
Since proactive security prevents cyberattacks, businesses need access to expert skills in cloud security and data security, which is not standard in mid-market IT departments. That is why our Aunalytics Advanced Security solution includes everything mid-market businesses need to manage risk, including:
- Comprehensive security operations solutions
- Customized security alerting and vulnerability prioritization
- Proprietary, cloud-based security platform
- Continuous vulnerability scanning
- Predictable, consistent pricing
- Threat intelligence and other security data
- Dedicated security engineers X 24×7 detection and response
When your business requires the highest level of security, Aunalytics has you covered. Our security experts stay up to date, so you can focus on your business.
