Architect AI leverages natural language as well as voice capabilities to perform complex workflows rapidly, which allows portfolio managers to work more efficiently, effectively reducing the number of steps in a given process and minimizing the reliance on complex software coupled with external spreadsheets that dominate many of today’s front office workflows. The system also utilizes machine learning as well as deep learning to tailor and optimize the portfolio management process for the individual needs of each firm and their unique investment strategies.