Use case demo
Root cause analysis
Map symptoms to an RCA category and a Noul for enough evidence. Ambiguous clusters get frontier hypothesis text; humans own the RCA record.
Synthetic demo
Proposed design
Inbox · synthetic items
RulesPolicy in code
JevChoice · Score · Noul
Frontier LLMDraft only
HumanAccountable action
Inputs
Select a message.
Jev + rules
Judgments appear here.
Outputs
Tickets, drafts, queues.
Pilot card
What a first pilot of this decision needs. Proposed design, not a measured result.
| Decision | Is there enough evidence across related incidents to open a problem record, and of what kind? |
|---|---|
| State Jev sees | Incident cluster summary, fault signatures, device and change history for the window. |
| Questions |
|
| First action code may take | Open a problem record with a category; request a frontier-drafted hypothesis for the owner. |
| Stays with a person | The root-cause statement, the fix and the closure. |
| Measure first | Problems opened that the owner keeps; time from third related incident to problem record. |
| Microsoft surface | ServiceNow incident clusters exported to Fabric; adapter; ServiceNow problem API. |
| Out of scope | Declaring a root cause; applying fixes. |