Center for Artificial Intelligence in Business Analytics and Financial Technology

COLUMBIA UNIVERSITY IN THE CITY OF NEW YORK

Center for Artificial Intelligence in Business Analytics and Financial Technology

Ask2.ai

project description

Reimagine Asset Management via a platform based entirely on AI methodologies applied across the investment lifecycle: data mining, regime/signal detection, security selection, asset allocation, portfolio management, risk management, asset planning, other. 

As such, the platform supplements the Asset Manager’s experience-based, traditional portfolio decision processes with Artificial Intelligence-powered visualizations for,

  • Assessing a Security or Portfolio (A)
  • Evaluating the (predicted) path profile of A
  • Comparing A with B (and transition of A to B)
  • Measuring Real Time Impacts on A

 

Illustratively, if the Asset Manager wanted another independent / un-biased datapoint for evaluation, what would the AI screens be for,

The customizable platform integrates within the Asset Manager’s technology and/or decision infrastructure to test/execute user-defined and/or optimized objective functions for new and existing portfolios.

The open architecture allows seamless back testing, simulation and analytics for training, testing and implementation of existing/new ML/DL academic research. The model agnostic processes facilitate implementor’s data/model/visual preferences and/or auto-fit suggestions. The partnership with the Center for Artificial Intelligence in Business Analytics and Financial Technology allows both partners to push the boundaries for AI applications in non-stationary markets. This has resulted in following published research:

Additional published research in all facets of asset management or the investment lifecycle is forthcoming.

Information: https://www.linkedin.com/company/ask2-ai/