Demonstration environment — synthetic Paddywax operating data. No production data is displayed.

A07

Product Insights Agent

Medium Priority

Merchandising and design intelligence

DashboardProduct Development LeaderRead onlyQueueProduct Development LeaderRecommendConversation / CopilotProduct Development LeaderDraft actionRecommendation EngineProduct Development LeaderRecommendApprovalsProduct Development LeaderHuman approvalAudit TrailQuality & Compliance LeaderRead only

KPIs & Targets

New product hit rate (%)
Quarterly · Product Development Leader
16.2%/ 25.0%
x

Source: Shopify

Concept-to-launch cycle (weeks)
Quarterly · Product Development Leader
38/ 28
x

Source: Shopify

Launch margin (%)
Quarterly · Product Development Leader
37.6%/ 42.0%
x

Source: Shopify

Return rate (%)
Monthly · Product Development Leader
4.4%/ 3.5%
x

Source: Warehouse

Charts

Revenue by fragrance family
Margin % by collection
Lifecycle status mix

Agent Details

Primary Tasks

Concept briefs, SKU whitespace, scent trends, launch postmortems, review/support theme mining

Primary Inputs

Sell-through, web search, reviews, support tickets, product docs, patents/disclosures

Primary Outputs

Concept brief, cannibalization warning, claim risk note, launch retrospective

Success Metrics

New product hit rate, concept cycle time, launch margin, return rate