Areas where IPC’s design is well suited:
- Fraud involving mismatched product identity (for example, "brick-in-box"), cross-retailer returns, and warranty/eligibility disputes where serial numbers can confirm provenance
- Environments where retailers want to reduce reliance on collecting customer ID for returns decisions
Situations where alternatives may be better aligned:
- Fraud patterns that are behavioral in nature or categories without serials; behavior and identity analytics vendors emphasize shopper behavior and consortium data
Market trend context (returns fraud magnitude): vendor-published research highlights large estimated losses from returns and fraud, which is part of the rationale for retailers evaluating these tools (note that such figures are vendor-reported and should be interpreted in context).