Modeller vs. D&B Finance Analytics

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.

Dun & Bradstreet’s global data and analytics fuel AI-driven solutions for the credit-to-cash process. With D&B Finance Analytics, users benefit from an intuitive and adaptable platform that enables finance teams to enhance customer service, decrease expenses, and effectively manage risk. It empowers organizations to tackle credit and receivables risks, leading to reduced bad debts, lower Days Sales Outstanding (DSO), and improved cash flow. By streamlining manual decision-making, monitoring, customer interactions, and matching processes, businesses can operate more efficiently. Additionally, it provides customers with an online credit application and a payment portal that enhances the overall experience. The D&B Finance Analytics suite includes two key platforms: D&B Credit Intelligence and D&B® Receivables Intelligence, which work in tandem to deliver comprehensive insights and advanced technologies that drive success across all aspects of credit-to-cash operations. This integration allows users to swiftly identify credit risks, smoothly onboard new clients, and establish appropriate credit terms. Ultimately, these capabilities are designed to facilitate better financial management and foster growth.