The expensive failure mode is drift
Retail and commerce teams rarely lose money on a beautiful storefront. They lose money on inventory drift, returns leakage, channel mispricing, and the spreadsheet business that operates in parallel to the system of record.
What we build
- Event-sourced inventory backbones with explicit reconciliation and override paths across storefront, warehouse, and ERP
- Operator consoles that make exceptions manageable instead of invisible until peak season
- Cross-channel parity monitoring for marketplaces and brand-protection programs
- Returns intelligence that clusters causes, flags abuse patterns, and routes salvage or refund decisions with evidence
- Peak-season allocation tooling that combines demand signals, stock position, and operator overrides
Products we have in market
SyncSentinel — real-time inventory sync across Shopify and major marketplaces with anomaly alerts. PriceGuard — continuous pricing and MAP parity monitoring with violation evidence. ReturnIQ — per-return fraud scoring with a flag-and-hold human review queue.
Success is measured in fewer exceptions, faster reconciliation, and workflows that store teams can actually use on a rough week.