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Observability Scorecard

Please rate your maturity across these key observability practice areas.

ℹ️ Submissions Remaining: You have 3 submissions remaining in this session.

Infrastructure Monitoring

Focused on the health and performance of the underlying hardware and cloud resources.

Cloud Integration * How much automated data collection do you have from your cloud providers (AWS, Azure, GCP, or OCI)?

None

Some

Half

Most

All

Container & Kubernetes Observability * How much deep visibility do you have into your clusters, pods, and nodes with automated mapping?

None

Some

Half

Most

All

Network Performance Monitoring (NPM) * How much are you tracking traffic flow, latency, and packet loss between your services?

None

Some

Half

Most

All

Serverless Monitoring * How much visibility do you have into your ephemeral functions (e.g., AWS Lambda, Azure Functions)?

None

Some

Half

Most

All

Database Monitoring * How much deep-dive monitoring do you have for SQL/NoSQL performance (e.g., query explain plans, wait types)?

None

Some

Half

Most

All

Application Performance Monitoring (APM)

Distributed Tracing * How much are you tracking requests across microservices to identify latency bottlenecks?

None

Some

Half

Most

All

Code-Level Diagnostics * How much are you identifying specific lines of code or SQL queries causing slowdowns?

None

Some

Half

Most

All

Error Tracking * How much aggregated crash reporting and stack trace analysis do you have in place?

None

Some

Half

Most

All

Continuous Profiling * How much real-time analysis do you have of CPU, memory, and thread usage in production with low overhead?

None

Some

Half

Most

All

Service Maps * How much do you have automatically generated visual topologies of your service dependencies?

None

Some

Half

Most

All

Security

Converging observability with security (DevSecOps).

Runtime Vulnerability Management * How much real-time detection do you have of known vulnerabilities (CVEs) in your active libraries?

None

Some

Half

Most

All

Application Security (AppSec) * How much are you protecting against active attacks like SQL injection or Cross-Site Scripting (XSS)?

None

Some

Half

Most

All

Cloud SIEM * How much centralized security information and event management are you doing using your log data?

None

Some

Half

Most

All

Compliance Monitoring * How much automated auditing do you have for compliance standards like SOC2, HIPAA, or PCI-DSS?

None

Some

Half

Most

All

Digital Experience Monitoring (DEM)

Understanding the end-user journey.

Real User Monitoring (RUM) * How much are you capturing live user interactions from browsers and mobile devices?

None

Some

Half

Most

All

Synthetic Monitoring * How much proactive testing are you doing of critical paths (e.g., login, checkout) using scripted robots?

None

Some

Half

Most

All

Session Replay * How much visual playback of user sessions do you have to troubleshoot UI/UX friction?

None

Some

Half

Most

All

Mobile App Observability * How much native crash reporting and performance metrics do you have for iOS/Android?

None

Some

Half

Most

All

Cost Management

Optimizing cloud and observability spend.

Cloud Cost Observability * How much are you correlating infrastructure performance with real-time cloud billing?

None

Some

Half

Most

All

Data Ingest Budgets * How much are you setting caps and alerts on the volume of telemetry data being stored?

None

Some

Half

Most

All

Cost Forecasting * How much AI-driven prediction are you using for future cloud or platform usage fees?

None

Some

Half

Most

All

Developer Productivity

Shortening the feedback loop for engineering teams.

IDE Integrations * How much are you viewing performance data directly within your IDE like VS Code or IntelliJ?

None

Some

Half

Most

All

CI/CD Pipeline Visibility * How much are you monitoring the health and speed of your build/deploy pipelines?

None

Some

Half

Most

All

Internal Developer Portal (IDP) * How much do you have a centralized "software catalog" for service ownership and documentation?

None

Some

Half

Most

All

Test Optimization * How much are you identifying flaky tests and performance regressions during the PR phase?

None

Some

Half

Most

All

AIOps & Intelligence

Leveraging Machine Learning to reduce "alert fatigue."

Anomaly Detection * How much automatic baselining do you have to find "unknown unknowns" without static thresholds?

None

Some

Half

Most

All

Root Cause Analysis (RCA) * How much AI-driven correlation of events do you have to pinpoint why failures occur?

None

Some

Half

Most

All

Predictive Alerting * How much forecasting do you have for future breaches of SLOs or capacity limits?

None

Some

Half

Most

All

LLM/AI Observability * How much are you monitoring the performance, costs, and "hallucinations" of your internal AI agents?

None

Some

Half

Most

All

Business Observability

Connecting technical metrics to business outcomes.

Business Event Tracking * How much are you monitoring business KPIs like "Revenue per Second" or "Checkout Conversion Rate"?

None

Some

Half

Most

All

SLO/SLA Management * How much are you defining and tracking Service Level Objectives for your critical business services?

None

Some

Half

Most

All

Executive Dashboards * How much do you have high-level views of system health tied to business units?

None

Some

Half

Most

All

Log Analysis

Managing the "M" in MELT (Metrics, Events, Logs, Traces).

Logs-in-Context * How much are you automatically linking log lines to specific traces or infrastructure hosts?

None

Some

Half

Most

All

Live Tail * How much real-time streaming of logs do you have for immediate troubleshooting?

None

Some

Half

Most

All

Log Patterns/Clustering * How much are you using ML to group millions of log lines into high-level patterns?

None

Some

Half

Most

All

Alerting and ITSM Integration

Managing the incident lifecycle.

Multi-Channel Alerting * How much are you routing notifications via Slack, PagerDuty, Opsgenie, or Microsoft Teams?

None

Some

Half

Most

All

Incident Intelligence * How much are you automatically grouping related alerts into a single "Issue" to reduce noise?

None

Some

Half

Most

All

Workflow Automation * How much are you triggering automated remediation scripts or "Runbooks" when alerts fire?

None

Some

Half

Most

All

Bi-directional ITSM Sync * How much automatic ticket creation and status updates do you have in ServiceNow or Jira?

None

Some

Half

Most

All

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