In what ways can Neustar refine its Digital Identity Risk solution to offer more accurate risk scores for online transactions?

Introduction

To refine Neustar's Digital Identity Risk solution for more accurate risk scores on online transactions, we need to dive deep into the current product, user needs, and market dynamics. I'll analyze key stakeholders, pain points, and potential solutions, focusing on improving accuracy and reliability of risk assessments. Let's begin by clarifying some crucial aspects of the product and its ecosystem.

Step 1

Clarifying Questions (5 mins)

• Looking at the product context, I'm thinking Neustar's solution might be primarily used by financial institutions and e-commerce platforms. Could you confirm the primary user base and their key use cases for the Digital Identity Risk solution?

Why it matters: Determines the focus of our improvement efforts and potential impact Expected answer: Primarily financial institutions and large e-commerce platforms Impact on approach: Would tailor solutions to specific needs of these industries

• Considering the importance of data in risk scoring, I'm curious about the current data sources Neustar uses. Can you elaborate on the types and breadth of data currently incorporated into the risk scoring model?

Why it matters: Identifies potential gaps or areas for expansion in data sources Expected answer: Mix of proprietary data, public records, and partner data Impact on approach: Would focus on enhancing data quality or expanding data sources

• Given the dynamic nature of online fraud, I'm wondering about the current update frequency of the risk scoring model. How often is the model retrained or updated with new data?

Why it matters: Determines if we need to focus on model agility and real-time updates Expected answer: Monthly updates with some real-time components Impact on approach: Might prioritize more frequent or real-time model updates

• Considering the competitive landscape, I'm interested in understanding Neustar's current market position. How does our accuracy compare to key competitors, and what are our main differentiators?

Why it matters: Helps identify areas where we can leapfrog competition or shore up weaknesses Expected answer: Strong in certain verticals, room for improvement in others Impact on approach: Would focus on strengthening weak areas and leveraging existing strengths