Real‑World Case Studies: Million-dollar outage prevention

Production incidents solved end‑to‑end with financial impact analysis: problem, diagnosis, root cause, safe remediation, and business consequences prevented. Each case includes resolution timeline and cost avoidance metrics.

Case Studies

Coming Soon

Hybrid Free/Busy Failure: Cross-Forest

Federation trust mismatch broke calendar sharing between on-premises and cloud users after HCW update.

Case study documenting OAuth validation and organizational relationship remediation.

Coming Soon

NDR 5.7.1 Storm: SPF/DKIM Failure

Email delivery to major domains (Gmail, Outlook.com) failing after DNS provider migration corrupted SPF records.

Case study covering sender reputation recovery and DNS validation procedures.

What You'll Learn

Each case study covers:

  • Initial symptoms and problem statement
  • Diagnostic approach and tools used
  • Root cause analysis and contributing factors
  • Remediation steps with decision logic
  • Outcome and lessons learned
  • Preventive measures to avoid recurrence

When to Use This Section

Use these case studies to understand decision-making during complex multi-system failures. Each case documents the incident timeline, initial symptoms, diagnostic steps taken, dead-end hypotheses, breakthrough insights, remediation actions, and validation procedures. These real-world scenarios show how to navigate ambiguous situations where multiple subsystems fail simultaneously, how to prioritize investigative paths when time is critical, and how to coordinate rollback procedures across federated services without cascading failures.

Related Resources

Use problem-specific guides for your incident.