Model the service you are responsible for
Choose one service and identify the dependencies that actually support it. Include the infrastructure beneath it, the services it calls, and the people or processes needed to keep it operating.
- Compute, storage, and network platforms
- Identity, DNS, certificates, and shared infrastructure
- Vulnerability coverage and configuration posture
- Operational staffing and support readiness
- Upstream services and shared dependencies
Agree on the meaning of readiness
A useful model makes the logic visible. Work with service owners to define how source signals and dependency scores contribute to readiness, then validate it against known scenarios.
Look for the shared dependency
A single infrastructure dependency can affect many services. Trace the graph to see whether addressing one shared cause can matter more than treating several symptoms.
Start with one service
Connect representative source signals, inspect their freshness, and simulate a degraded dependency. Expand the model after the first service owner can explain and use it.
Add a reasoned explanation to the score
Use an agent to inspect the service’s authorized signals and dependency path, retrieve relevant domain guidance, and explain the evidence behind a readiness change. A specialist consultation can help investigate a device-level contributor.
Inspect the suggested model change or operational action before approving it. AI explanation complements the service owner’s operational judgement; it does not establish the correctness of the readiness model.