From three data streams to one review queue.

The first release is deliberately narrow. It reads only the non-PII signals needed to explain marketplace context, sales movement, and inventory risk.

Marketplace context

Know where the account operates

Marketplace participation establishes the authorized seller’s operating context before any diagnostic is created.

getMarketplaceParticipations

Aggregate sales

See movement without buyer identity

Order metrics are used in aggregate. Buyer names, addresses, phone numbers, and restricted order data remain outside V1.

getOrderMetrics

Inventory availability

See current unit-count exceptions

Inventory summaries support current availability, inbound, and unfulfillable-quantity review. Demand-based days of cover, future stockout prediction, and replenishment quantities remain outside V1.

getInventorySummaries

Authorize

The seller approves selected application roles through Amazon.

Normalize

The service minimizes and classifies data before storage or analysis.

Review

Signals and recommendations stay visible to a human operator.

Disconnect

The seller can revoke access and request deletion.

Calculation and AI disclosure

Each diagnostic is calculated only from the authorizing seller's tenant-isolated data. The product identifies the source period, last refresh, material assumptions, and known limitations so a user can judge freshness and accuracy before acting.

External AI processing is disabled in the current V1 submission build. If an AI-assisted explanation is later approved, it will be explicitly labelled, validated for material impact, and kept under human review. Amazon Information, API Materials, and customer outputs are not used for model training or improvement.