An automated-report incident is any failure that makes a scheduled report unavailable, inaccurate, stale, misdirected, or inappropriately accessible. Responding well requires two tracks at once: limit the report’s impact and preserve enough evidence to determine what happened. Avoid silently replacing the output before recording the affected version and audience.
Open an incident record
Assign an incident identifier, owner, start time, severity, and communication channel. Record who reported the problem, which report and workspace are affected, the last known-good run, the observed symptom, the data cutoff, and every known recipient. Separate confirmed facts from assumptions. If sensitive information may have reached an unauthorized audience, follow the organization’s security and privacy escalation process immediately.
Preserve the report version, configuration, refresh history, delivery history, error messages, screenshots, exported output, and a copy of the source data window when policy allows. Record hashes for exported evidence if the organization uses them. Do not copy confidential data into an unrestricted ticket. Link to the protected evidence location instead.
Use the platform audit trail
Microsoft’s Fabric audit guidance explains that user activities can be tracked through the audit log and that access requires appropriate audit roles. Query the period surrounding the first bad run. Look for deployments, edits, ownership changes, permission changes, refresh operations, exports, and subscription activity. Export or reference only the entries relevant to the incident and retain them under the applicable policy.
Compare the audit history with the deployment path. Microsoft’s deployment pipeline overview describes lifecycle stages, content comparison, and deployment rules. Even if the report runs on another product, use the same discipline: identify which version moved from development or test into production, what configuration differed, and who approved it.
Contain without destroying evidence
If the report is materially wrong, pause scheduled distribution while leaving the incident record and evidence intact. Notify known recipients not to rely on the affected output and provide a corrected time estimate only when supported. If access is broader than intended, remove access through the approved administration path and escalate rather than attempting an improvised cleanup.
Choose the least disruptive safe recovery: rerun after a verified transient failure, restore the known-good report, revert a configuration change, or temporarily provide a clearly labeled manual report. Confirm the source cutoff and calculation definitions before redistributing. Never present a corrected file under the same name without a visible correction notice when recipients may retain the earlier version.
Verify and communicate recovery
A recovered report must refresh successfully, match defined control totals, apply the correct filters and permissions, and reach only the intended audience. Have a second person verify consequential figures. Send a correction that identifies the affected report and period, says what changed, and tells recipients what to do with the earlier output. Avoid claiming a root cause until the evidence supports it.
NIST’s incident-response recommendations emphasize integrating preparation, detection, response, and recovery into risk management. For a report incident, that means closing the immediate problem is not the last step. Record the confirmed cause, contributing conditions, timeline, impact, recovery actions, and unresolved risks.
Close with corrective work
Create tracked actions for missing tests, weak ownership, absent monitoring, excessive permissions, unclear data definitions, or an untested rollback. Assign an owner and due date to each. Update the runbook and alerting, then test the changed control. Close the incident only when the corrected report is verified, communications are complete, evidence is retained, and follow-up work is owned.
Sources
- Track user activities in Microsoft Fabric — Microsoft
- Overview of Fabric deployment pipelines — Microsoft
- NIST SP 800-61 Rev. 3 — National Institute of Standards and Technology, April 3, 2025