Analytics Model Management: 7 Best Practices to Improve Compliance, Reporting and Performance
These best practices can help you not just meet regulators’ requirements but also increase the value your models add to the business
How to Use Alternative Data in Credit Risk Analytics
Here is useful information on how to assess alternative data and combine it with so-called traditional data to improve credit risk analytics
How to Tame Credit Originations Complexity and Data Overload
With the right technology it is now possible to drive out manual or high-friction interventions and offer seamless, near-instant credit decisions across multiple sales channels
Evolving Landscape of Machine Learning Relative to the FICO® Score
How does progress in artificial intelligence stack up to the FICO credit score model?
The Impact of Regulation on Collections and Customer Care
This FICO World presentation highlights the vital importance of balancing customer care with collections success in a highly regulated environment
How to Meet New Model Risk Management Guidelines
A new supervisory statement from the Bank of England suggests stronger controls are needed, and the principles are good guidance for banks globally
Why Banks’ Deposit and Savings Strategies Must Change
Regulatory pressures and waning trust are among the factors forcing banks to better meet customers’ needs - here are some best practices
Using Augmented Intelligence and Machine Learning in Credit Scoring
Blending artificial intelligence, machine learning and domain expertise in the design of credit scores - a video discussion with Agus Sudjianto
6 Tips for Debt Collection During the Household Income Squeeze
From identifying vulnerable customers to storing the right data, here are best practices for debt collection during the ongoing squeeze on household incomes
How to Turn UK’s Consumer Duty Compliance to Your Advantage
With the clock ticking to the 31 July FCA deadline, a FICO roundtable looked at the scale of the Consumer Duty challenge
FCA’s Consumer Duty Mandates Sharper Use of Technology
Managing UK customers to better outcomes under the FCA’s Consumer Duty will require a true platform for understanding and action
FICO Score Research: Explainable AI for Credit Scoring
FICO Scores R&D has empirically investigated potential benefits and risks associated with using some of the latest AI and machine learning approaches for credit scoring.
Explainable AI and the FICO Score
My presentation on “Transparency by Design: An Explainable AI Approach to Credit Risk Scoring” discusses our application of recent machine learning technologies to challenge the US FICO® Score.
FICO Scores, Artificial Intelligence and Machine Learning
How are advances in artificial intelligence and machine learning changing credit risk assessment? That’s a topic I’ll be exploring in three presentations at FICO World 2018.
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