• Culture and Values
    • Be Yourself At Work
    • Diversity and Inclusion
    • Corporate Social Responsibility
    • Global Sustainability
    • Leadership
    • Success Stories
    • Awards
    • Solution Partners
    • Newsroom and Media
    • Capco in the Press
    • Our Policies
    • Digital
    • Consulting
    • Technology
    • Innovation Labs
    • PlatformZero
    • Banking and Payments
    • Capital Markets
    • Wealth and Asset Management
    • Insurance
    • Energy
    • Capco Intelligence
    • Capco Intelligence Annual
    • Cloud Transformation
    • ESG
    • Optimize
    • Regulatory Horizon
    • Events
  • Capco Institute
    • Career Search
    • Entry Level / ATP
    • Experienced Hires
    • Meet Our People
    • Our Unique Culture
    • Learning and Development
    • Our Offices
  • Homepage
  • Intelligence
  • CAPCO INTELLIGENCE
  • TAKING LIQUIDITY FORECASTING TO THE NEXT LEVEL WITH ARTIFICIAL INTELIGENCE AND DATA ANALYTICS

TAKING LIQUIDITY FORECASTING TO THE NEXT LEVEL WITH ARTIFICIAL INTELLIGENCE AND DATA ANALYTICS

DOWNLOAD WHITEPAPER

TAKING LIQUIDITY FORECASTING TO THE NEXT LEVEL WITH ARTIFICIAL INTELLIGENCE AND DATA ANALYTICS

  • Valentine Huber, Maria Tsaplina
  • Published: 10 June 2022

 

Modern technologies such as AI and ML, along with the now widespread use of decision-making systems, pattern recognition and chatbots, could be used in financial departments for the task of analyzing and predicting liquidity levels with the goal of reducing the liquidity reserve buffer and using funds more efficiently.

In this paper, we explore applied examples of liquidity management with AI in banking and corporate treasuries. The liquidity forecast considered in this paper can be improved step by step by increasing the level of detail and granularity of the input data and adding macroeconomic factors to the analysis.

Overall, the use of AI can significantly improve the risk management situation, reducing the burden on risk management resources.

RELATED INSIGHTS

  • 29 June 2022

    HOW AI IS DISRUPTING FINANCE FUNCTIONS

    AI can help CFOs improve forecasting and become more agile in adapting the latest models and advanced analytics. At our event on 29 June, we have discovered all about AI applications for finance, and our guests had participated in vivid discussions and networking with experts and peers.  

CONTACT US

To find out more about working with Capco and how we can help you overcome any potential challenges, contact our experts via the form below.
  • Terms of Use
  • Data Privacy Notice
  • Cookie Notice
  • Imprint
© Capco 2023, A Wipro Company