Catfix is a technology company that combines the domain knowledge of the bond market and machine learning. The company acquired the intellectual property of Katana Labs  Ltd. in 2022. Katana's IP leverages Google Cloud Platforms Vertex AI service in order to identify relative value ideas in the bond market. The machine learning models analyze every possible bond pair combination and forecasts the probability of compression (reversion) over a fixed time horizon. This approach to Relative Value identifies generates pairs that are frequently missed by traditional methods.