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.
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D&B Credit Insights delivers a powerful credit management platform designed to help businesses of all sizes understand and improve their credit profiles with confidence. The platform offers unlimited access to your Dun & Bradstreet credit file, showcasing important scores such as PAYDEX®, Delinquency, Failure Score, Supplier Evaluation Risk, and more, updated in real time. You receive instant alerts on changes to your credit scores and important legal events including liens, judgments, and lawsuits, allowing you to address potential risks swiftly. Detailed insights into payment histories and financial ratios provide a comprehensive view of your company’s credit health. The solution includes benchmarking tools that compare your scores against industry peers, helping you set and achieve realistic credit objectives. For added security, upper-tier subscriptions offer dark web monitoring for your business email addresses, alerting you to possible cyber threats. The platform also allows you to upload financial documents and bank statements to enrich your credit file. Integrated banking data powered by Plaid simplifies monitoring your company’s payment trends. Businesses use D&B Credit Insights to foster stronger relationships with lenders, suppliers, and investors through transparent, trustworthy credit information. Backed by Dun & Bradstreet’s extensive data network and financial expertise, this tool helps you plan strategically for growth while mitigating financial risks.
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Modeller
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.
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Brighterion
For more than twenty years, Brighterion has significantly reshaped the field of artificial intelligence. Our cutting-edge AI solutions adeptly address challenges such as payment and acquirer fraud, reduce credit risk and delinquency, and prevent healthcare fraud, waste, and abuse, among other advantages. With exceptional scalability, your growth potential remains limitless. In addition to this, our models offer robust personalization, ensuring they are specifically tailored to meet your unique business goals. You can harness the power of Brighterion AI in a mere 6-8 weeks through our AI Express program. We understand that the idea of advanced AI can appear intimidating, particularly when moving away from traditional rules-based systems to a new framework. Imagine if the perceived uncertainties were eased, allowing you to test your custom model within that same 6-8 week timeframe. Prepare for deployment by experiencing firsthand the impressive return on investment and the enhanced performance of AI models over traditional rules. Utilize the revolutionary capabilities of AI to effectively reduce transaction-level fraud and merchant risk, ensuring that instances of fraud, waste, and abuse are identified before claims are even processed. This forward-thinking strategy not only enhances security but also promotes greater operational efficiency for businesses, fostering a more reliable environment for growth. Ultimately, embracing AI can lead to a significant competitive edge in today’s fast-paced market.
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