Robust Workbench for Model and Scorecard Design

KnowledgeSTUDIO® is an advanced data mining and predictive analytics suite for all phases of the model development and deployment cycle - profiling, exploration, modeling, implementation, scoring, validation, monitoring and building scorecards - all in a high performance visual environment.

KnowledgeSTUDIO is widely used by marketing, sales and risk analysts providing business users and expert analysts alike with a powerful, scalable and complete data mining solution.

Predictive Modeling

Designed for business analysts and with advanced features for experts, KnowledgeSTUDIO offers decision trees, linear and logistical regression, neural networks, clustering and principal component analysis in an easy to learn and use environment that guides new users through the process of predictive modeling and provides advanced features for expert users to exercise total control.

Scorecards

For credit risk departments that are traditional scorecard buyers, KnowledgeSTUDIO provides a compelling option to migrate this capability in-house and reduce cost. For businesses looking to apply the scorecard principles in non-credit risk domains, KnowledgeSTUDIO offers an easy to use set of capabilities to create predictive scorecards spanning all customer-centric business processes critical to your success - from acquisition through to collection.

Scoring and Code Generation

KnowledgeSTUDIO provides an integrated set of scoring and deployment tools all in a single workflow environment. Sampling and validation features include wizard-driven partitioning and hold-out options, lift and KS charts, ROC, Goodness of Fit and Profit Curves, Bias charts, Accuracy charts, Scatter Plots and Error charts. KnowledgeSTUDIO allows analysts to quickly generate model code that can be exported into virtually any application, database or enterprise rules engine or decision management system with automated Java, SQL, XML, PMML and SAS generators.