Make credit scoring decision making faster
December 19, 2022/2 min read
Understand credit scorecard drivers with a visual interface
Access integrated interactive scorecards and evaluate in real time the impact of changes to features on the credit score with an entirely visual interface. Allow modeling teams and stakeholders to work side-by-side, accelerating review cycles and reducing time to deployment.
Bring all stakeholders into the same space to speed decision making
The Dataiku Solution for Credit Scoring takes credit risk teams from model prototyping and eased review by model risk management teams to model exposure in their choice of systems — all in a matter of a few clicks.
Integrate fairness checks into your processes
Explore and understand the fairness impact of the features within your model, supported by simple diagnostics and a Responsible AI (RAI) framework. Leverage the framework to quickly integrate checks and controls into your credit scoring pipeline.
Ensure responsible credit scoring
Precisely design and improve your credit scoring model
Use integrated weight-of-evidence (WOE) and automatic binning techniques to explore the fairness impact of features within your model and perform feature selection and interpretation using ML-supported techniques alongside intuitive calculations and visualization.
Learn more about feature selection
Move faster and evaluate varied datasets
Quickly and easily perform feature selection and interpretation using ML-supported techniques alongside intuitive calculations and visualization. Use machine-assisted analysis to more quickly evaluate varied datasets and get to production faster.
Discover the credit scoring flow
Answer key credit scorecard questions
The Dataiku Solution for Credit Scoring helps answer a broad range of questions — from how to quickly review the impact of market evolutions like inflation shocks, to how to accelerate the development of new scorecard models while maintaining compliance with internal policies and external regulations.
Read the documentation on credit scoring
Accelerate and enhance traditional credit scoring
Establish a foundation to build dedicated AI credit scoring models, all while staying connected to current customer systems. Get immediate, actionable insights while complying with internal policies and external regulations.
