asset · 4218E92044verified
Carrier
25VNA460A003
stage
Serviced
installed
2024-08-12
region
TX-Austin
service
1 evt
commission
complete
install conf
96%
failure risk
low
Intelligence preview · representative data
The manufacturer surface, before the backend.
A static preview of the lifecycle intelligence panels manufacturers consume once their SKUs are connected to the installed asset graph. All values are demo data.
Top-line signals
Lifecycle KPIs
Installed assets
142,418
+4.2K wk
Commissioning rate
78.6%
+1.4 QoQ
Active warranty risk
14
+6
Avg install confidence
89%
+2.1
Replacement forecast (12mo)
8,870
+11%
Data coverage
64%
+8
Manufacturer intelligence
Strategic panels
Install Quality Score
Weighted score across commissioning, callbacks, and early-life performance.
conf
91%
86.4+2.1 QoQ
Commissioning Compliance
Share of installs with a complete commissioning evidence bundle.
conf
88%
78.6%+1.4
Startup checklist
92%
Refrigerant charge
81%
Static pressure
64%
Combustion analysis
41%
Warranty Risk Signals
Anomalous claim clusters by region + SKU.
conf
84%
14+6 vs 30d
- riskFL-Tampa · Lennox EL296V8 claims · 4-wk
- watchGA-Atlanta · JCI YC-D24callback cluster
- watchTX-Houston · Trane XR16performance drift
- watchCA-LA · Carrier 25HCBearly-life failure
Regional Demand Velocity
Install velocity index by state, normalized.
conf
86%
74.0+4.2
TX
92
+12%
FL
88
+9%
CA
76
+4%
GA
71
+6%
AZ
84
+11%
NC
68
+3%
CO
54
-2%
WA
49
+1%
Contractor Quality Ranking
Top installers by quality index in your network.
conf
82%
| Contractor | Installs | Qual |
|---|---|---|
Lone Star Mech. TX-Austin | 412 | 94 |
Gulf Coast HVAC FL-Tampa | 388 | 89 |
Front Range Air CO-Denver | 271 | 81 |
Pacific Climate CA-LA | 354 | 87 |
Cascade Mech. WA-Seattle | 198 | 92 |
Replacement Forecast
Projected 12-month replacement volume.
conf
79%
8,870+11.4%
Carrier
2140
Trane
1980
Lennox
1620
Daikin
1280
Mitsubishi
980
Johnson Controls
870
Manufacturer rollup
Insight table
| Manufacturer | Installs | Comm. % | Callback % | Claims | Forecast 12mo | Confidence |
|---|---|---|---|---|---|---|
| Carrier | 18,420 | 84% | 4.2 | 312 | 2140 | |
| Trane | 16,280 | 79% | 5.1 | 408 | 1980 | |
| Lennox | 11,960 | 72% | 6.4 | 562 | 1620 | |
| Daikin | 9,410 | 88% | 3.6 | 198 | 1280 | |
| Mitsubishi | 7,820 | 91% | 2.9 | 142 | 980 | |
| Johnson Controls | 6,510 | 68% | 7.1 | 388 | 870 |
Asset graph
Installed assets, deep view
asset · TR16A88201watch
Trane
XR16-036
stage
Active
installed
2023-05-04
region
FL-Tampa
service
3 evt
commission
partial
install conf
71%
failure risk
medium
asset · LN29X45019risk
Lennox
EL296V070
stage
Claim filed
installed
2022-11-18
region
CO-Denver
service
5 evt
commission
complete
install conf
88%
failure risk
high
asset · DK2244U089verified
Daikin
FTXS24LVJU
stage
Commissioned
installed
2025-02-22
region
CA-LA
service
0 evt
commission
complete
install conf
92%
failure risk
low
asset · MIT18N4421verified
Mitsubishi
MUZ-GL18NAH
stage
Active
installed
2024-01-09
region
WA-Seattle
service
1 evt
commission
complete
install conf
84%
failure risk
low
asset · JC24SA0712watch
Johnson Controls
YC-D24S21S
stage
Replacement forecast
installed
2021-07-30
region
GA-Atlanta
service
4 evt
commission
missing
install conf
63%
failure risk
medium