Liquid supply chains: arbitrage over forecasting.
Transform visual social velocity into physical inventory in under 48 hours. A middleware layer that reads what the feed wants, drafts it, routes it to a micro-factory, and lets the storefront decide whether it lives.
- <48h
- 50-100u
- ~0%
- 3ch
System architecture
Four stages of middleware sitting between a viral image and a packed box. Each stage hands a machine-readable artifact to the next - no human in the critical path until the storefront speaks.
The Scraper Army
A distributed swarm watches three feeds at once: keyword spikes, search-query acceleration, and multi-modal image feature matching. It isn't counting likes - it's measuring the second derivative of attention.
Agentic Tech Pack Generation
Agents read the viral image, match it to a known silhouette block, and auto-generate the CAD solid plus a full bill of materials - graded sizes, fabric weight, trims, and label - in a factory-ready schema.
The Micro-Factory API
An allocation API places instantaneous low-MOQ runs of 50-100 units against modular factory cells. Capacity, queue depth, and ship ETA are live; integration with partners like Huaren Linen Group makes a run a single call.
Storefront Feedback Loop
Each run drops on a headless storefront instrumented for conversion velocity. The loop reads the slope: scale into mass production when it climbs, sunset and free the capacity when it stalls. The market votes, not a planner.
Pipeline simulator
Pick a live trend spike and watch the loop run end to end - trend spike, CAD gen, tech-pack export, factory allocation, storefront deploy - with a streaming event log.
- Save velocity
- Min order
- Silhouette
- Fabric
- 01 SIGNAL
- 02 DRAFT
- 03 EXPORT
- 04 ROUTE
- 05 DEPLOY
The strategic math
The same garment, two systems. One forecasts demand six months out and eats what it gets wrong. The other reads demand that already exists and only builds what the feed asked for.
Traditional US retail
Bet on a forecast, commit capital, hope the season agrees.
- 6 months
- Forecast, then build
- 40% of run
- Season-long
- 1-2 turns / yr
- Carried by the brand
Liquid C2M model
Read demand that exists, build to it, let the storefront decide.
- 48-hour loop
- Sense, then build
- Near-zero
- Per 50-100u run
- High · weekly turns
- Priced into MOQ
6 mo48 hr
40%~0%
ForecastArbitrage
Stop forecasting what people might want. Build what the feed already wants, in 48 hours, at the size of the signal.
Inventory stops being a bet and becomes a derivative of live attention. The brand that closes the loop fastest wins the margin - everyone else is holding deadstock from a forecast that already expired.