ML-driven Fixed Income Analysis
Migrations.ml is a web-based application that predicts changes in creditworthiness of public debt products. Asset managers can use Migrations.ml to enhance their credit analysis process with analysis produced by machine learning models that can function 24/7, driven by infinitely scalable datasets. The Migrations.ml product and its output functions necessitating changes to a user's existing models or workflows.
There were 21,000 debt issuances in 2018, valued at over USD6.5Trn . At the end of Q2 2018, the total value of debt issued and outstanding worldwide was over USD100Trn. With over 10,000 fixed income asset managers worldwide, there is a sizable market for the Migrations.ml product.