Risk analytics project investigating delivery address quality as a COD risk signal and demonstrating the buyer classification lag problem in e-commerce delivery risk systems. Built on ODPS SQL (MaxCompute).

Scorecards for AI directory pricing changes, free-plan limits, feature shifts, review refreshes, buyer risk, and update priority.

Scorecards for comparing AI tool pricing limits, free-plan constraints, upgrade triggers, buyer risk, and alternatives.