Data, Analytics and Artificial Intelligence
Competitive advantage is increasingly driven by a financial institution’s ability to harness and monetize internal and external data. Pacesetters are creating new data-led products and services. In response, Celent is building a library of proprietary research to guide FIs in their quest for data-driven advantage.
Data Management
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.
Analytics / Data Science
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.
AI / Machine Learning / SMART RPA
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.
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Our Insights
Winner of the Celent Model Buy Side 2023 Award
Winner of Celent Model Bank 2023 Award for Customer Financial Resilience
Model Risk Manager 2023 Award for Data Management and Analytics
Winner of Celent Model Wealth Manager 2023 Award for Streamlining Advisor Workflows
Most Read
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Case Studies
Showcasing Award-Winning Innovation in Data, Analytics and AI
Through our annual Model Awards program, we identify best-in-class uses of technology by financial institutions worldwide. Each year, there are winners in data, analytics, and AI. For each winner, we write detailed case studies and produce short videos.
Highlighting Financial Institution Exemplars in Data, Analytics and AI
Celent analysts continually watch for exemplars and include detailed case studies in their reports. These case studies include an analysis of the business case, underlying technology and best practice implementation.
Our Experts
Monica Summerville heads Celent's Capital Markets practice and is based in the firm's London office. Monica is a seasoned financial services ind…
Max is the Insurance Technology Research Advisor for APAC and Senior Analyst within Celent’s insurance practice and is based in Singapore. Max’s…
Craig brings extensive experience in the use of enterprise architecture and applications architecture practices in the insurance industry, worki…
Cubillas Ding is a Research Director with Celent's Capital Markets division, based in the firm’s London office. His expertise lies in global fin…
