Data, Analytics and Artificial Intelligence

Success in data analytics is predicated on robust data management.  Celent tracks key trends and best practices in capturing, cleansing, securing, and processing data from source to models to product.  We discuss business data strategy as well as data infrastructure implications.​

Data science is powering improved performance at FIs. Celent explores best practices, including moving from innovation to production, identifying new data sources, and democratizing data science. In addition, Celent examines how FIs can monetize their data.

Vanguard FIs are applying AI/ML to realize game-changing competitive advantage. Celent tracks the strongest use cases and best practices, including the rise of customer and employee-facing AI/ML. We’re also monitoring how leading FIs are leveraging smart RPA to lower costs while improving customer experience.

Gen AI remains one of the hottest topics in the insurance industry. Vendors are swiftly integrating Gen AI into their products, while carriers are working hard to implement it effectively throughout their operations. Those who can stay ahead of the changes will position themselves as leaders in this evolving landscape.

Generative artificial intelligence (Al) is making headlines on a daily basis. Economists are estimating that it could add up to $20 trillion to global GDP by 2030. Leaders in the industry are excited about the potential and frontrunners in banking and capital markets are announcing pilots and moving into production with generative AI-powered tools. In this AWS commissioned report, Celent identifies the accelerators and impediments affecting the outcome of three distinct generative AI adoption waves in banking and capital markets.