LEVERAGING HPC FOR AI AND DEEP LEARNING POWERED SOLUTIONS FOR ASSET MANAGEMENT
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- LEVERAGING HPC FOR AI...
AI-based methods offer superior predictive power compared to quantitative approaches, presenting an opportunity for fintech companies to revolutionize portfolio risk assessment. This experiment led to the development of AI/DL-based models for asset management.
Start date: 01/06/2021
Duration in months: 18
Problem Description
Banks, asset managers and hedge funds face an increasing amount of data. By failing to adopt the best available solutions into their process, they risk falling behind and losing market share. Today, AI-based methods offer a predictive power superior to commonly used purely quantitative approaches.
Goals
New services
Challenges
To create a web-based platform that allows clients to access more accurate predictive models in order to improve their investment strategy performance from a return and risk management perspective, exploiting AI-based technology.
Innovation results
The experiment led to the creation of an AI/DL-based model factory for asset management, enhancing investment choices and risk management tools. This contributes to system stability and reduces risks, particularly in challenging market scenarios, overcoming roadblocks.
Business impact
Axyon AI can expand its market reach to a wider array of customers, especially SME customers that need a complete, end-to-end solution.