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Control 3.7: Regulatory Reporting — Troubleshooting

Common issues and resolution steps for regulatory reporting incorporating Copilot governance data.

Common Issues

Issue 1: Report Data Discrepancies Between Sources

  • Symptoms: Copilot interaction counts in the regulatory report differ from the Communication compliance dashboard or audit log totals.
  • Root Cause: Different data sources may have varying refresh cycles, or query parameters may not align precisely across sources.
  • Resolution:
  • Standardize the date range and time zone across all report queries.
  • Use UTC timestamps consistently in audit log searches.
  • Account for audit log ingestion latency (up to 24 hours) by setting the report cutoff 48 hours before generation.
  • Document known variance sources and acceptable thresholds in the report methodology section.

Issue 2: Audit Log Search Returning Incomplete Data

  • Symptoms: Audit log queries hit the 5,000-record limit, resulting in incomplete data for the reporting period.
  • Root Cause: High-volume Copilot usage generates more records than a single search can return.
  • Resolution:
  • Implement paginated search using SessionCommand ReturnLargeSet.
  • Split queries by date range (weekly intervals) and aggregate results.
  • Use the Microsoft Graph API for large-scale audit data retrieval.
  • Consider implementing a data warehouse for regulatory reporting data.

Issue 3: Report Template Missing Required Regulatory Fields

  • Symptoms: Regulatory submission is returned or flagged by the regulator for missing required data fields.
  • Root Cause: Report template was not updated to reflect changes in regulatory requirements, or new AI-specific reporting fields were added.
  • Resolution:
  • Review the latest regulatory guidance for reporting requirements.
  • Update report templates to include all required fields.
  • Implement a template review process triggered by regulatory updates.
  • Subscribe to FINRA, SEC, and OCC regulatory update notifications.

Issue 4: Report Generation Scripts Failing

  • Symptoms: PowerShell automation scripts fail with authentication errors, timeout errors, or module incompatibilities.
  • Root Cause: Authentication tokens may have expired, module versions may be incompatible, or service connectivity issues.
  • Resolution:
  • Verify authentication credentials and re-authenticate to all required services.
  • Update PowerShell modules to the latest stable versions.
  • Increase timeout values for large audit log queries.
  • Implement error handling and retry logic in report generation scripts.
  • Test scripts in a non-production environment before regulatory report generation.

Diagnostic Steps

  1. Verify data source connectivity: Test connections to each data source used in reporting.
  2. Check audit log availability: Confirm audit logs are available for the full reporting period.
  3. Validate query parameters: Review search queries for correct date ranges, record types, and filters.
  4. Test report generation: Run the full report generation pipeline with a limited date range.

Escalation

Severity Condition Escalation Path
Critical Regulatory submission deadline at risk Chief Compliance Officer + IT leadership
High Data accuracy issues in submitted report Compliance team — correction and resubmission
Medium Report generation delays IT support — script and connectivity troubleshooting
Low Minor formatting or presentation issues Address in next reporting cycle