List of the Top 3 On-Prem Credit Risk Management Software in 2025

Transform your collections and accounts receivable management with Beyond ARM, a solution designed by DAKCS Software Systems. This versatile platform is available in both cloud and on-premises versions, making it suitable for businesses of all sizes while offering a state-of-the-art debt collection system. Beyond ARM includes a wide range of features that enhance accounts receivable management (ARM), facilitate credit and risk assessment, enable predictive dialing, and provide thorough reporting and analytics. By emphasizing human-centered design, your organization can achieve better business outcomes. The skilled team at DAKCS, consisting of developers, designers, and product managers, is dedicated to improving user experience through continuous research, testing, and refinement, thereby elevating usability and product quality. This commitment leads to positive results for users and their organizations. Furthermore, our digital platform enables your customers to enjoy a smooth 24/7 billing experience, granting them the convenience to make payments at their preferred times. Notably, this innovative system has demonstrated a remarkable increase in web payments, averaging a 30% boost, all while keeping staffing levels unchanged, showcasing its efficiency and effectiveness in streamlining operations.

The Axe Credit Portal, an advanced software solution for automating loan origination from axefinance, can be deployed either on-premises or through a cloud-based SaaS model. Established in 2004, axefinance specializes in providing credit management automation software to various financial institutions, including traditional and Islamic banks, aiming to enhance productivity and customer service across diverse client categories, including corporate, retail, and SMEs. As a reliable partner, axefinance collaborates with prestigious global financial entities like Societe Generale, Al Rajhi Bank, and First Abu Dhabi Bank. Users of the Axe Credit Portal benefit from improved profitability, heightened productivity, and elevated customer satisfaction, all while ensuring compliance with rapidly evolving regulations. This comprehensive solution not only streamlines processes but also empowers organizations to adapt swiftly to market changes and client needs.

In the current era of machine learning, software designed for model development leverages over three decades of expertise in credit risk modeling. Modeller stands out as a versatile, clear, and interactive tool that empowers organizations to maximize the potential of their analytical teams. It provides a wide range of methodologies, facilitates the swift creation of robust models, ensures comprehensive explanations, and nurtures the growth of junior team members. Users can select from diverse modeling approaches, including machine learning, to attain the highest levels of predictive precision, particularly when dealing with intricate relationships and multicollinearity. With a simple click, one can generate standard industry binary and continuous target models. The software supports decision tree modeling through CHAID trees and CART methods, along with options like logistic regression, elastic net models, survival analysis (Cox PH), random forest, XGBoost, and stochastic gradient descent. Furthermore, it offers export capabilities to SAS, SQL, and PMML, enabling seamless integration with other scoring and decision-making applications. This flexibility ensures that organizations can easily adapt the models to fit their specific operational contexts and requirements.