ServiceNow Cloud Observability (formerly Lightstep) is excellent at distributed tracing. Nova covers tracing plus the rest of the SRE loop with 100 AI agents and autonomous remediation.
ServiceNow Cloud Observability brings Lightstep's tracing into the ServiceNow platform. Nova provides the same OTel-native tracing plus incidents, on-call, runbooks, and remediation.
| Capability | Nova AI Ops | ServiceNow Cloud Observability |
|---|---|---|
| Distributed Tracing | ✓ Flame graphs, service maps, SLA alerts | ✓ Lightstep-grade tracing with change intelligence |
| OpenTelemetry Native | ✓ OTel-first, no proprietary agent required | ✓ OTel-native (signature feature) |
| Metrics & Logs | ✓ 10M+ metrics/sec, 50+ chart types | ~ Metrics yes, log management limited |
| AI Agents | ✓ 100+ specialized agents for detection, diagnosis, remediation, postmortems | ~ Now Assist (LLM), not autonomous agents |
| Incident Management | ✓ Built-in incident lifecycle, war rooms, post-mortems | ~ Hands off to ServiceNow ITSM (extra license) |
| Auto-Remediation | ✓ 78% incidents auto-resolved in <90s | ~ Runs ServiceNow Workflow Studio playbooks |
| AI Runbooks | ✓ AI-generated runbooks with what-if simulation | ~ Workflow Studio (manual authoring) |
| On-Call Scheduling | ✓ Follow-the-sun, zero-gap scheduling | ~ Requires ServiceNow ITSM + IRM |
| Status Pages | ✓ Public status page + uptime SLA included | ✗ No public status page |
| Pricing | ✓ Per-user pricing, Basic tier, no per-host/per-GB overages | ~ Per-host + per-GB ingest, ServiceNow enterprise |
| Setup Time | ✓ Under 3 minutes, one-command install | ✓ Fast for OTel shops |
ServiceNow Cloud Observability is priced per host + GB ingest, then bundled with ServiceNow ITSM and IRM for the rest of the lifecycle. Nova folds the whole reliability stack into one per-user line.
Full platform: monitoring, incidents, AI agents, runbooks, on-call, logs, tracing, auto-remediation. Basic tier available. See pricing.
Cloud Observability is billed per host + per GB ingested. Incident response and on-call require a ServiceNow ITSM / IRM license on top.
Cloud Observability gives you tracing — but the incident lifecycle, on-call, and status page live in separate ServiceNow products or competitors.
ServiceNow Cloud Observability and ServiceNow ITSM pricing varies by enterprise contract. ServiceNow Cloud Observability is a trademark of its respective owner. Nova AI Ops is not affiliated with or endorsed by ServiceNow Cloud Observability.
ServiceNow Cloud Observability has real strengths if you live in the ServiceNow ecosystem:
Nova was built for the AI era. Instead of bolting on features, everything is AI-native from the ground up:
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