
sim Machines provides leading machine learning software that delivers explainable predictions for marketing, fraud prevention, and identity management applications. Their technology focuses on transparency, enabling businesses to understand the 'why' behind predictions, which enhances trust and actionable insights. With a unique similarity-based approach, sim Machines outperforms traditional methods, offering dynamic predictive segmentation that adapts to changing consumer behaviors. Their solutions are designed for global enterprises, driving significant performance gains and efficiencies in various sectors, including retail and financial services.

sim Machines provides leading machine learning software that delivers explainable predictions for marketing, fraud prevention, and identity management applications. Their technology focuses on transparency, enabling businesses to understand the 'why' behind predictions, which enhances trust and actionable insights. With a unique similarity-based approach, sim Machines outperforms traditional methods, offering dynamic predictive segmentation that adapts to changing consumer behaviors. Their solutions are designed for global enterprises, driving significant performance gains and efficiencies in various sectors, including retail and financial services.
What they do: Similarity-based, explainable ML for predictions (marketing, fraud prevention, identity management)
Status: Acquired by InRule Technology (June 2021); company listed as closed; domain resolves to a parked/for-sale page
Funding: Total reported funding 7450000.00 USD across multiple rounds
Founders: Arnoldo Muller (founder); Robert Zieserl cited as co‑founder and later CEO
Predictive analytics for marketing, fraud prevention, identity management; pattern/anomaly discovery and recommendations.
Machine learning / Explainable AI
“Investors listed include Microsoft Accelerator Seattle and Arch Grants; acquired by InRule Technology (Jun 2021).”