Best Application of AI in a Large Enterprise: Meet the 2023 Finalists

Artificial Intelligence has rapidly evolved from science fiction to a technological reality that is reshaping the way large enterprises operate. The integration of AI technologies is having a profound and transformative impact on various aspects of these organisations, from operations and customer service to decision-making and innovation. 

In this article, we will explore the significant influence of AI in large enterprises and how it is driving efficiency, growth and competitiveness. We will also look at this year’s 2023 AI Awards finalists in the Best Application of AI in a Large Enterprise category.

Enhanced Data Analytics and Decision-Making

One of the most remarkable impacts of AI in large enterprises is its ability to process and analyse vast amounts of data at unparalleled speeds. AI algorithms can sift through mountains of data to extract valuable insights, enabling organisations to make data-driven decisions with a higher degree of accuracy. This empowers leaders to adapt to market trends and customer preferences quickly, ultimately improving their decision-making processes.

AI-powered data analytics tools can also predict future trends and opportunities, allowing large enterprises to proactively strategise and allocate resources. This predictive capability is invaluable in optimising supply chains, marketing efforts and inventory management, among other business operations.

Automation and Efficiency

Automation is another area where AI shines in large enterprises. Robotic Process Automation (RPA) and AI-powered bots have been instrumental in automating repetitive and rule-based tasks. This not only reduces the potential for human error but also frees up employees to focus on more creative and value-added tasks. In addition to improved efficiency, automation leads to significant cost savings and enhanced productivity.

AI can be integrated into various departments, such as HR, finance and customer service, streamlining processes and improving overall operational efficiency. Enterprises can take advantage of chatbots and virtual assistants for customer support, reducing response times and enhancing the customer experience.

Personalised Customer Experiences

AI has played a pivotal role in personalising customer experiences. With the help of AI-driven recommendation systems, large enterprises can tailor their products and services to individual preferences. These systems analyse customer behaviour and data to provide relevant suggestions and content, enhancing customer engagement and loyalty.

Moreover, chatbots and virtual assistants can provide instant support to customers, answering inquiries and addressing issues 24/7. This not only improves customer satisfaction but also reduces the workload on customer service teams.

Innovation and Product Development

AI has transformed the way large enterprises approach innovation and product development. Machine learning algorithms can analyse market trends, customer feedback and competitive landscapes to identify gaps and opportunities. This insight can guide the creation of new products and services that are better aligned with market demands.

AI can also accelerate the product development cycle by simulating different scenarios and running thousands of tests in a short period. This iterative process results in better products, faster time-to-market and a competitive advantage.

Risk Management and Security

In an age of cyber threats and data breaches, AI has become indispensable in the realm of risk management and cybersecurity. AI-powered systems can detect unusual patterns and anomalies in network traffic and user behaviour, providing early warning signals of potential security breaches. These systems can also proactively defend against cyberattacks by identifying and neutralising threats in real time.

AI’s impact in large enterprises extends to regulatory compliance as well. By automating and continuously monitoring compliance-related processes, organisations can reduce the risk of costly legal issues and regulatory fines.

Meet the 2023 AI Awards Finalists

Best Application of AI in a Large Enterprise

ACI Worldwide

For their work in relying on accurate Interchange Cost forecasting for its pricing strategy. Their innovative approach uses Machine Learning models to adapt to changes and improve accuracy, empowering analysts for data-driven decisions.

Dell Technologies

For their Managed Services (DTMS) team’s collaboration with Service Operations Applied Science and Engineering (SOAS) to employ an ML-powered Multi-Layered Framework to enhance incident management and reduce ticket handling times.


For employing Machine Learning to enhance content moderation. By replacing manual heuristics with ML models, Etsy doubled precision and recall while maintaining a human-in-the-loop approach, ensuring safe and quality user-generated content at scale.

ICON plc

For their Cassandra platform, which employs powerful machine learning models to predict FDA and EMA post-marketing requirements (PMRs) with 99% and 97% accuracy, helping pharmaceutical companies plan clinical trials effectively and reduce risks.

The impact of AI on large enterprises is undeniable, as it touches virtually every aspect of their operations. From data analytics and decision-making to automation, personalisation, innovation and security, AI is a transformative force driving efficiency, growth and competitiveness. 

Large enterprises that embrace AI technologies are better equipped to adapt to the rapidly evolving business landscape, delivering enhanced customer experiences and achieving a sustainable competitive advantage.

As AI continues to evolve, its impact on large enterprises is likely to become even more profound, shaping the future of business in exciting and innovative ways.

Book an AI Presentation today

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Don’t miss the opportunity to enlighten your team and stakeholders. Book a presentation today and explore how innovation is positively impacting your industry.

AI Unleashed: Navigating the AI Revolution

AI Ireland are excited to unveil our new book, “AI Unleashed: Navigating the AI Revolution,” which is now accessible for purchase on Amazon. For executives, policy architects, or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Now available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Early Bird Tickets Now on Sale for the 2023 AI Awards.

The fifth annual AI Awards takes place on Tuesday November 21st at the Gibson Hotel. This is an exciting opportunity to connect and network with over 200 AI and Data professionals across the island of Ireland and hear from some of the most exciting AI applications across industry and academia spanning 12 award categories.

Don’t miss the opportunity to get your discounted Early Bird tickets now! Head over to or Eventbrite and enter the discount code EarlyBird_AIA to get your ticket for just €99. Limited tickets available; Original Price €239. 

Finance 2

E78 Jimmy Hennessy, Director of Data Science and Software Engineering at ACI Worldwide

Welcome to episode 78 of the AI Ireland podcast, the show that explores the applications and research of Data Science, Machine Learning and Artificial Intelligence on the island of Ireland.