Trend research & analysis agents

Ten specialist agents. One extensive read of what's next.

Modern AI methods — runway scans, Instagram hashtag ledgers, TikTok velocity, search demand, resale price, WGSN & Pantone directives, psychographic segmentation, macro-cultural mapping, and Heuritech-style image AI — all fan out in parallel and reconcile into the industry-standard 5-stage forecasting process, focused on KnitWell's 8 brands and its 35+ customer.

Season
Theme / merchant focus (optional)
Horizon
Brand focus
Methods in play
  • · Runway & trade shows (NY · London · Milan · Paris · Première Vision)
  • · Street-style ethnography (7-city read)
  • · Instagram hashtag & creator velocity
  • · TikTok & short-form micro-trends
  • · Google Trends & on-site search demand
  • · Resale demand & price premiums (TheRealReal · Vestiaire)
  • · WGSN · Pantone · Fashion Snoops directives
  • · Psychographic segmentation of KnitWell's 20M loyalty file
  • · Macro-cultural, economic & aesthetic forces
  • · AI demand-sensing (Heuritech · Trendalytics · EDITED · Stylumia)
Your extensive research briefing will appear here.
Output is structured on the industry-standard 5-stage forecasting process: Research → Sort → Analyze → Predict → Communicate, plus a lifecycle map placing every signal on the fashion bell curve.
Start of the flow. Sell-through, returns and margin from stage 09 loop back into planning here.
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Stage 01 · Trend & Line
Trend Intelligence Agent