Track 39Pro Track~90 min total
Claude Code for Enterprise: Monitoring, ROI, and Cost Control
Deploy Claude Code across your team and prove the ROI. Covers OpenTelemetry setup, Grafana dashboards, cost tracking per developer and department, productivity metrics (lines of code, commits, PRs), alerting for spend spikes, ROI reporting for leadership, and multi-team management with cost centers.
Prerequisite:
§ The modules
- 01The Cost Problem at ScaleWhy Claude Code spending surprises teams, how token costs compound across developers, and the three metrics every engineering leader needs to track.Free
- 02OpenTelemetry SetupEnable telemetry, configure OTLP exporters, connect to Prometheus or Grafana Cloud, and verify your first metrics are flowing in under 10 minutes.Free
- 03Building Your Monitoring DashboardGrafana dashboard with token usage by model, cost per developer, session counts, lines of code modified, and commits created. Ready-to-import JSON template included.Pro
- 04Cost Optimization StrategiesModel selection rules (when Opus vs Sonnet vs Haiku), the Advisor Strategy for 12% cost reduction, caching patterns, and the fast mode tradeoff.Pro
- 05Productivity Metrics That MatterLines of code per session, commits per developer, PR velocity, tool acceptance rates, and how to separate signal from noise in AI-assisted development.Pro
- 06Alerting and Anomaly DetectionSet up alerts for cost spikes, unusual token consumption, high error rates, and session volume anomalies. Slack and email notification templates included.Pro
- 07ROI Reporting for LeadershipBuild the business case with before/after productivity data, cost-per-feature analysis, developer satisfaction surveys, and a monthly executive report template.Pro
- 08Multi-Team ManagementDepartment tagging with OTEL_RESOURCE_ATTRIBUTES, cost center allocation, per-team dashboards, managed settings via MDM, and scaling Claude Code across 10 to 1000 developers.Pro
Start module 01 →Finish all six for the Pro Track