USE CASES / FROM EVIDENCE TO OUTCOME
Start with the
operational question.
Six ways to connect telemetry and system relationships to an investigation an operator can act on.
USE CASE / 01
Predictive failure analysis
- Problem
- Equipment may degrade gradually while individual readings remain within expected limits.
- Signals
- Temperature, voltage stability, efficiency, load, ambient conditions, and historical behavior.
- CarbonDex analysis
- Connect changing equipment behavior with the surrounding operating state and identify conditions that warrant investigation.
- Operator outcome
- Inspect the affected equipment with a clearer account of what changed and which evidence supports the concern.
USE CASE / 02
System dependency mapping
- Problem
- An apparently local condition may affect systems beyond the device being monitored.
- Signals
- Asset relationships, power paths, communications links, control dependencies, and operational requirements.
- CarbonDex analysis
- Relate upstream inputs and downstream dependencies within a connected operating picture.
- Operator outcome
- Understand which systems depend on the affected asset before prioritizing an investigation or response.
USE CASE / 03
Operational anomaly investigation
- Problem
- Separate alerts can leave an operator reconstructing a timeline by hand.
- Signals
- Telemetry changes, event timestamps, network activity, device status, and historical context.
- CarbonDex analysis
- Bring related observations together while distinguishing correlation, sequence, and potential cause.
- Operator outcome
- Review a coherent evidence trail and validate plausible explanations.
USE CASE / 04
Cascading failure analysis
- Problem
- A local loss of capacity can shift demand or stress into connected infrastructure.
- Signals
- Generation, reserve, equipment capacity, load transfer, control state, and known dependencies.
- CarbonDex analysis
- Explore possible propagation paths and the conditions required for each downstream effect.
- Operator outcome
- Compare response options before treating a possible cascade as an inevitable outcome.
USE CASE / 05
Distributed infrastructure monitoring
- Problem
- Remote sites may have uneven connectivity and separate views of operational state.
- Signals
- Site telemetry, equipment health, communications status, data freshness, and available resources.
- CarbonDex analysis
- Connect local context with a broader operating picture, keeping visibility limitations explicit.
- Operator outcome
- Identify which sites need attention and distinguish an asset problem from a loss of visibility.
USE CASE / 06
Mission system resilience
- Problem
- Infrastructure risk has different consequences depending on the operation it supports.
- Signals
- Energy availability, priority loads, communications, reserve state, equipment readiness, and mission requirements.
- CarbonDex analysis
- Interpret changing infrastructure conditions against defined operational priorities and dependencies.
- Operator outcome
- Focus attention on the assets and conditions most relevant to continuity of the mission.
THE 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.