II.
Workflow overview
Reference · liveworkflow:trend-forecasting-cycle
Trend Forecasting Cycle overview
Analyzes emerging fashion trends to inform collection planning -- aggregating signals from runway show data, social media sentiment analysis, street-style image classification, search trend volumes, and wholesale order pattern shifts, correlating signals with historical sell-through performance, scoring trend longevity versus novelty risk, and producing directional guidance for design teams on color palettes, silhouettes, fabrics, and print motifs. Produces trend reports, confidence-scored mood boards, and assortment mix recommendations. Excludes individual garment design.
Attributes
displayName
Trend Forecasting Cycle
workflowKind
governance
triggerType
scheduled
typicalCadence
quarterly
complexity
cross-team
description
Analyzes emerging fashion trends to inform collection planning --
aggregating signals from runway show data, social media sentiment
analysis, street-style image classification, search trend volumes, and
wholesale order pattern shifts, correlating signals with historical
sell-through performance, scoring trend longevity versus novelty risk,
and producing directional guidance for design teams on color palettes,
silhouettes, fabrics, and print motifs. Produces trend reports,
confidence-scored mood boards, and assortment mix recommendations.
Excludes individual garment design.
Outgoing edges
applies_to_domain2
- domain:fashion-apparel·DomainFashion & Apparel
- domain:business-intelligence·DomainBusiness Intelligence
involves_role3
- role:data-scientist·RoleData Scientist
- role:product-designer·RoleProduct Designer
- role:planner·RolePlanner
performed_by_org_unit2
- org-unit:analytics-team·OrgUnitAnalytics Team
- org-unit:product-team·OrgUnitProduct Team
requires_skill_area2
- skill-area:python-data-pipelines·SkillAreaPython Data Pipelines
- skill-area:retrieval-augmented-generation·SkillAreaRetrieval-Augmented Generation
triggers_responsibility2
- responsibility:data-quality-monitoring·ResponsibilityData quality monitoring
- responsibility:ai-tooling-evaluation·ResponsibilityAI Tooling Evaluation
Incoming edges
None.