Explore

Industrial system map — state, trajectory, and pressure at a glance

Loading live data…Phase 1
20 nodes
Time rangeNow

Time navigation wires to live signals in Phase 2

Resilient
Constrained
Fragile
Oscillatory
Oscillatory pulses
Node size = confidence
Demo · ShortRockwell AutomationROK

The Inventory Trap · Q3 2023 → Q2 2024

Oscillatory:declining detected from public signals — 2 quarters before the earnings miss. No internal data required.

  • ·Fingerprint: oscillatory cycle, high gain (1.8×), low damping (0.31)
  • ·PFSL Operational Stress: inventory build +18% YoY vs revenue
  • ·Constraint node S2 (channel inventory) — binding
  • ·Demand pull-forward from 2022–23 pandemic capex cycle visible

Inventory build + demand normalization detectable 2Q early from EDGAR + FRED. Constraint S2 resolved before analyst consensus.