Explainable Machine Learning for Probability of Default Calculations
How the FICO Platform can enable explainable machine learning models for more effective PD calculations
How Transaction Analytics Transform Lending Speed and Results
Fierce competition, open banking and financial inclusion drive the uptake of transaction analytics in lending
Improving IRB and RWA Calculations with Machine Learning
Through explainable machine learning models, behavioural and PD models for the retail banking sector can be created with higher levels of predictiveness.
Does the EU Framework for Responsible AI Go Far Enough?
Whilst the EU have rightly focused on the use of AI and data science strategic leadership, more needs to be done on AI explainability
Will PSD2 and SCA Ruin Your Customer Experience?
Alarmingly, from RFPs we’ve seen at FICO, many banks are creating systems that will either be non-compliant with SCA or will create an unacceptable customer experience
Analytics Reveal What New Credit UK Consumers Can Afford
Until now, it has been very difficult for a lender to understand the pressures on any consumer in terms of their ability to absorb more credit and pay off the required instalments, without placing unbearable stress on their finances.
Why Should Banks Automate More Fraud Communications?
Fraud communications and other interactions are increasingly seen as a vital part of the customer experience.
Psychometrics and FICO Scores — An Odd Match?
Lenders are looking for new ways to connect with the estimated 3 billion people worldwide who fall outside the credit ma...
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