Problem Management, finally staffed, by a service that writes the problem record.
ServiceNow problem management automation, as Onepane does it, means the investigation is done for you and the result lands as a structured problem record, root cause, cause code, cause notes, known-error link, corrective actions, evidence index, inside your Problem Management module, under SLA. Not a PDF in an inbox, and not another module for your team to staff.
Why is Problem Management the natural home for a managed root-cause service?
Problem Management is a named ITIL practice with a named owner, a mandatory deliverable and an existing services budget line. Every large enterprise in North America has the module. Very few have the practice, because the practice needs someone to do the investigation and write the record, and that person is also on the incident bridge.
Onepane is Autonomous Problem Management for that module: agents investigate every Sev1 inside your VPC on the observability you already own, our engineers sign off, and the finished, evidence-linked problem record is written into ServiceNow inside a committed window. Your Problem Manager runs the review; they stop doing the archaeology.
The deliverables are the ones ITIL already names: the problem record, the Known Error register, and the monthly problem review. See how it works.
Why can't you report on root cause in ServiceNow today?
Ask a ServiceNow platform owner what causes most of their incidents and they will tell you the data is there in theory. In practice, four things break it.
Cause notes are free text, so nothing rolls up
The root cause lives in a narrative field that a different engineer fills in differently every time. Reporting on 'what causes our incidents' means someone reading hundreds of records by hand.
Cause codes get picked at close, under pressure
The category and sub-category are chosen when the ticket is being closed, by whoever is closing it, often before the real cause is known. The taxonomy is fine; the data in it is not.
Problem records get opened and never worked
Problem Management is licensed and configured, but the practice depends on someone doing the investigation. That someone is also on the incident bridge. So problems age out.
The CMDB does not match the estate
Attaching a problem to the right configuration item and owner assumes the CMDB is current. In a large hybrid estate it rarely is, and the programme to fix it stalls.
What goes into the ServiceNow problem record?
Structured fields mapped to your instance during onboarding. Root cause categorisation is applied by the investigation, consistently, instead of chosen at close.
| Field group | What Onepane writes |
|---|---|
| Problem statement and impact | Plain-language description; services, customers and duration affected, sourced from the incident timeline. |
| Root cause (structured) and cause notes | The causal chain, trigger, propagation, failure, as structured fields plus narrative cause notes, so reporting works and humans can still read it. |
| Root cause categorisation / cause code | Mapped to your category and sub-category taxonomy, applied consistently across every record instead of free-text guesses at close. |
| Contributing factors | Held distinct from the root cause, in their own field, so recurrence analysis is not polluted. |
| Related incidents and known error link | Each new problem linked to prior incidents and, where applicable, to an existing Known Error record. |
| Corrective actions with owner and due date | Written as tasks with assignment group and target date; closure evidence attached later from the CAPA Tracker. |
| Evidence index and confidence | Every claim links to the log line, trace, metric or change record; a confidence statement and any abstention are recorded on the record itself. |
Full field-level detail on the Problem Record Payload artifact page. Jira Service Management and other ITSMs are supported the same way.
How does the module become a practice?
- Known Error and Recurrence Register
Each new incident linked to prior ones; known errors created and maintained from real RCAs rather than by hand. See what a KEDB is.
- Monthly Problem Review Pack
Recurring-incident analysis, top causal patterns, MTTI and MTTR trend, services with the worst repeat rate, the agenda for the problem review board, generated.
- CAPA Tracker
Corrective and preventive actions with owner, due date and closure evidence, kept in sync with the problem tasks in ServiceNow.
- Service and Ownership Snapshot
The service map and owning team at the moment of the incident, built from what is running rather than from the CMDB, and quietly the CMDB you wish you had.
All of it runs inside your VPC; only the structured record crosses into your ServiceNow instance.
ServiceNow shops, the questions.
What does Onepane write into a ServiceNow problem record?
Structured fields, not a PDF attachment: problem statement and impact, root cause as structured data plus cause notes, cause code mapped to your categorisation, contributing factors, related incidents and known-error link, corrective actions with owner and due date, and an evidence index with a confidence statement. See the Problem Record Payload artifact for the field list.
How do you categorise root causes consistently in ServiceNow?
The categorisation is applied by the investigation, not chosen at ticket close. Because every RCA states the causal chain in the same structure, the cause code and sub-code are mapped from that structure to your taxonomy the same way every time, and the narrative cause notes are generated from the same evidence. Reports on cause distribution become meaningful.
We're mid-ServiceNow implementation, is the timing wrong?
It is better than usual. We populate the Problem Management module you are standing up with real, evidence-linked records from day one, so the module launches with content rather than an empty backlog. And we do not require your CMDB to be accurate; we build the service-and-ownership map ourselves, which is usually the piece that stalls those programmes.
Does Onepane replace ServiceNow Problem Management or its AIOps features?
No. ServiceNow stays the system of record and the process you are audited against. Onepane does the investigation across your observability, change and topology sources, and delivers the result into the module. ServiceNow's own AI features investigate ServiceNow's data; the causal chain usually runs through Datadog, Splunk, the database and the change ticket, and that is the gap we close.
Is there a ServiceNow Store app?
A certified Store app for the Problem Management module is planned. Today the Problem Record Payload is delivered through the ServiceNow REST and Table APIs with a scoped integration user, mapped to your fields during onboarding. Ask about current status when you run the replay.
Replay your last 90 days of Sev1s.See the problem records we would have written.
Scored against the records your team actually filed, cause code, cause notes and all. Two weeks, no cost.