Challenges of B2B Data & Application
● Data quality issues
○ Incomplete, sparse, noisy and dynamic over time
○ Missing historical data
● Lack of centralized data covering various needs
● Unclear source of truth
● From score to actionable insights
● Unify existing solutions
○ Multiple owners
○ Multiple predictive scores exist for similar purposes
○ Inconsistent quality
● Scale model building