Regional · Lifecycle · Forecast
Regional lifecycle intelligence across the installed asset graph
Install velocity, replacement acceleration, aging-asset concentration, and SKU demand — reconciled into a manufacturer-grade regional forecast layer.
Tracked installs
0
0 regions
30d replacement forecast
0
units
90d replacement forecast
0
units
Avg lifecycle risk
0.0
/ 100
Forecast confidence
0.0%
weighted
Critical regions
0
risk ≥ 75
Forecast · 30 / 90 day
Replacement wave forecast by region
Lighter band = 90-day projected replacements. Darker band = 30-day window. Sorted by 90-day volume.
Heatmap · Regional density
Install velocity, aging concentration, warranty density, seasonal acceleration
| Region | Install velocity / day | Aging asset % | Warranty density | Seasonal accel. |
|---|
Lifecycle maturity curve
Aging concentration vs. 30-day replacement pressure
Bubble size encodes lifecycle risk score. Red bubbles cross the manufacturer planning threshold.
Demand forecast table
Regional planning surface
Sortable demand intelligence: install volume, replacement forecast, aging share, lifecycle risk, and forecast confidence.
| Region | Install vol. | Repl. 30d | Aging % | Risk score▼ | Demand Δ | Confidence | Top SKU |
|---|
Methodology
How regional intelligence is computed
Install velocity
Rolling 30-day install rate per region, normalized against historical baseline and seasonal expectation.
Replacement forecast
Lifecycle-stage Markov projection applied to the installed asset graph, weighted by aging concentration and warranty signal density.
Lifecycle risk score
Composite of aging %, warranty signals, callback concentration, and commissioning drift. ≥75 triggers manufacturer planning alerts.