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Using AI to Improve Debt Collection Strategies

The path to hyper-personalization in collection strategies involves combining AI-driven decisioning and conversational AI

How Omni-Channel Communications Transform Collections Strategy

Organizations that have deployed integrated communications are unlocking higher engagement rates, faster time-to-promise and a smoother customer experience

Evolving Landscape of Machine Learning Relative to the FICO® Score

How does progress in artificial intelligence stack up to the FICO credit score model?

5 Trends in Collections - Omni-Channel Communications, AI and More

Explore the 5 areas revolutionizing debt collection, including the importance of omni-channel communications

How Conversational AI Boosts Collections as Delinquencies Rise

As defaults increase collections workload, the benefits of conversational AI can prioritize agents' work and lead to faster resolution

How Omnichannel Communications Improve Debt Collection

When an omnichannel communication strategy is executed properly, companies can expect to see a significant improvement in debt collection

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

Build or Buy: Partnering in the Age of Model-Driven Organizations

Decision science and predictive analytics can enable businesses to make the most of all available data to anticipate customer needs and prescribe the best 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.

Analytics Predictions 2019: Machine Learning & Data Efficiency

Adopting machine learning to enhance not just the accuracy of models but also drive efficiency is critical to amplify a key asset - the analytic team – and stay competitive.

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.

How New Risk Analytics Stress-Test Individual Consumers

Want to know which consumers will more likely default when they encounter an unpredicted financial stress situation in the future? Traditional risk scores won’t give you the full picture.

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