Predictive maintenance
Identify developing degradation and potential failure states where available telemetry supports earlier warning.
SOLUTIONS / HIGH-CONSEQUENCE ENVIRONMENTS
Understand the system.
Protect the operation.
Operational context across energy, communications, defense, industrial, and data center infrastructure.
Energy
From generation to endurance.
Microgrids, solar, battery storage, utility systems, and distributed generation.
How long can the system sustain current operations?
Connect generation, battery state, equipment availability, and demand. Interpret a degraded inverter in terms of reserve capacity and the loads that depend on it.
Discuss your environment
Telecommunications
A network is only as resilient as its sites.
Remote facilities, communications equipment, site power, and edge infrastructure.
Is a communications fault also becoming a power problem?
Correlate equipment state with power and connectivity. Give operators context for investigating site degradation and prioritizing attention across distributed infrastructure.
Discuss your environment
Defense & mission systems
Mission-aware infrastructure intelligence.
Installation microgrids, communications, base infrastructure, and distributed operating environments.
Which infrastructure conditions put mission continuity at risk?
Relate available energy, communications, and equipment to operational requirements. Designed to support decision-making in constrained or degraded environments.
Discuss your environment
Industrial infrastructure
See beyond the individual asset.
Manufacturing, water, transportation, utilities, and industrial automation.
Which developing condition could affect the wider operation?
Connect equipment behavior and cross-system dependencies to identify where operators should investigate first, before an isolated condition develops into a wider problem.
Discuss your environmentData centers
Power, cooling, and compute as one system.
Power distribution, UPS and battery systems, backup generation, cooling plant, and the compute loads they protect.
Is a cooling change about to become a capacity problem?
Relate cooling performance, the power path, and backup reserves to the loads they support, so operators can see when an equipment condition begins to affect availability.
Discuss your environmentOne picture.
Better questions.
Across several microgrids, CarbonDex can help teams connect local conditions with shared operational needs.
01
Which assets are degrading?
02
Which mission loads are at risk?
03
What happens if another asset fails?
04
Which site has available capacity?
05
Is connectivity limiting visibility?
06
Where should we investigate first?
FAILURE ANALYSIS
A small change.
A system-wide consequence.
A thermal deviation becomes meaningful when voltage, communications, efficiency, and environmental context are considered together.
Connected operating pictureMICROGRID / SITE ALPHAT + 00:00
Solar arraySUPPLIES →
Inverter 04NOMINAL
Battery storageRESERVE →
Critical loadPRIORITY 01
Carbon SentinelLOCAL SYSTEM CONTEXT
TELEMETRY / READINGSBaseline established
Equipment temperature42°C
Voltage instability0.2% deviation
Communication retries0.1% packets
Ambient temperature26°C
Conversion efficiency97.0%
Downstream exposureContained
Risk stateNormal
COUNTERFACTUAL / WITHOUT INTERVENTION
How a local condition could propagate.
This is a hypothetical path, not an inevitable outcome. Each transition depends on equipment, controls, reserve, and operating conditions.
- 01Converter degradation
Available output falls.
- 02Storage imbalance
Reserve absorbs the shortfall.
- 03Load transfer
Demand shifts to remaining supply.
- 04Secondary stress
Connected equipment carries more load.
- 05Service interruption
Demand may exceed available support.
Step 1 of 5: localized converter degradation.
OPERATIONAL USE CASES
Intelligence with a purpose.
Operational resilience
Maintain a clearer understanding of infrastructure as operating conditions change.
Multi-site command
Create one operating picture across distributed assets and facilities.
Cyber-physical correlation
Connect security events with physical telemetry to investigate potential operational consequences.
Energy endurance
Understand generation, storage, load, and resource availability in context.
Root-cause investigation
Investigate relationships between changing conditions and test plausible explanations.
Asset health
Track changing equipment behavior and operational state over time.
Failure-state forecasting
Surface combinations of conditions that may indicate movement toward an undesirable state.
Mission & load prioritization
Interpret infrastructure risk against the loads and operational requirements that matter most.
GOVERNMENT / FEDERAL SYSTEMS
Start with the
operating requirement.
For public-sector evaluation, begin with the infrastructure dependency, data boundary, deployment constraints, and operator workflow. Discuss the evidence required to evaluate suitability for a specific environment.
Discuss an evaluationTHE NEXT OPERATIONAL ADVANTAGE
Understand the system.
Before the next critical event.
Your infrastructure already produces the data.
The next step is understanding what it means.