Digital Goods Merchant Risk Strategy Lab

Executive summary

Research-led demonstrator for how payment platforms could evaluate emerging digital-goods merchants using taxonomy, synthetic scenarios, and explainable controls.

Problem

Intangible, instant, high-frequency digital goods weaken traditional underwriting evidence and create contingent exposure.

Role

Product framing, research synthesis, risk taxonomy, policy design, architecture, and implementation.

Artifact / outcome

Documented strategy lab with synthetic archetypes, decision policy, and API-first interactive direction.

Disclosures

• Demonstration uses aggregated synthetic data only.
• Not a production underwriting model; thresholds are illustrative.

Interactive demonstration