AIOps Kit — Observability, Alerting & SLO
Metrics, logs and traces collected end-to-end (OpenTelemetry), intelligent alerts, error budgets and fast RCA. Less noise, lower MTTR, more predictable production.
Top use cases
SLOs & service reliability
SLI/SLO definitions, error budgets and automatic alerts about risk of breaching SLA.
Microservices & APIs
Cross-service tracing, dependency maps and fast RCA for 5xx/timeouts.
Kubernetes & Cloud
Cluster metrics, autoscaling, costs and workload health (HPA/KEDA).
Noise-free on-call
De-duplication, quiet hours, escalations and integrations with PagerDuty/Slack/Teams.
Business dashboards
Availability and incident cost KPIs — clear for technical and non-technical stakeholders.
Audit & compliance
Operation trails and log export to SIEM. Secure-by-design standards.
Key features
End-to-end observability with OTel, alerting with error budgets, incident context and SRE automations.
OpenTelemetry E2E
- SDK/agent for services, K8s and edge
- Context propagation and sampling
- Compatibility: Prometheus/Grafana, Jaeger/Tempo
Alerting & escalations
- Alert correlation and noise suppression
- On-call schedules, quiet hours
- Integrations: Slack/Teams, PagerDuty, email
SLOs & error budgets
- SLI definitions: availability, latency, errors
- Error budget: burn-down and forecasts
- Linked to roadmap and changes
Incident context
- Links: deploy, feature flag, commit
- Service & infrastructure dependency map
- Runbooks and remediation actions
Anomaly detection
- Baselines and seasonal variations
- Early regression warnings
- Business impact insights
Incidents & post-mortems
- Event timeline and RCA
- Report templates and follow-up tasks
- Integrations with Jira/ServiceNow
Deployment architecture
Flexible control of data and control planes. Compatible with stacks: Prometheus/Grafana, Loki/Elastic, Jaeger/Tempo.
SaaS (hosted by StarCloudIT)
- Quick start: ready-made integrations and dashboards
- SSO/OIDC & RBAC, data isolation
- Optional Prometheus remote_write
Self-hosted (your cloud / on-prem)
- Full control over data and retention
- Integration with existing SOC and backups
- Horizontal scaling (TSDB/object store)
Integrations & technologies
Security & compliance
Identity & access
- SSO/OIDC (Entra/Google/Okta), SCIM
- RBAC and least-privilege
- Access audit and approval mandates
Data protection
- TLS 1.2+, at-rest encryption
- Data retention and anonymization
- Log export to SIEM
Compliance
- GDPR/ISO-oriented best practices
- Operation trails and change versioning
- Built-in policies and checklists
Deployment & licensing
Pilot / Starter
- OTel onboarding + 1–2 services
- Ready dashboards & alerts
- SRE/DevOps training
Pro (teams)
- SLOs for key services
- On-call, escalations, post-mortems
- Support & updates
Enterprise
- Self-hosted / private cloud
- SIEM/HSM integrations, HA/DR
- SLA and extended audit
In 20 minutes we’ll match the model and scope to your goals.
FAQ — quick answers
How fast can we get started?
Do you support our stack (Prometheus, Grafana, Elastic)?
How do you reduce “alert fatigue”?
Does the tool handle multiple environments and regions?
Ready to cut MTTR and silence alert noise?
Free 20-minute consultation — we’ll show the fastest path to results and a demo.