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Process Failure Recovery: A Case Study

13 minPRO
5/6

Key Takeaways

  • Never deactivate the old system until the new system is fully verified—maintain parallel operation for 30+ days.
  • Test migrations with a small data sample before migrating the full dataset.
  • Automated data validation comparing source and destination must occur before go-live.
  • Document a rollback procedure before beginning any system migration.

This case study examines how a CRM data migration failure nearly crippled a real estate business and how the team recovered. The incident reveals the importance of data governance, testing protocols, and disaster recovery planning—and provides a template for preventing similar failures.

Case Context: CRM Migration Gone Wrong

Case Context: CRM Migration Gone Wrong

A 6-person wholesale operation in Charlotte was migrating from a legacy CRM (Podio) to a new platform (REsimpli) to improve automation capabilities. The migration was planned over a weekend to minimize disruption. The team exported 15,000 lead records, 800 deal records, and 3 years of communication history. On Monday morning, the team discovered three critical problems: 2,400 lead records had corrupted phone numbers (area codes shifted by one digit), all deal stage designations were lost (everything showed as "new lead"), and the entire communication history failed to import. The team had no rollback plan because the Podio account had already been deactivated.

Emergency Response and Recovery

Emergency Response and Recovery

The operations manager implemented a three-phase recovery. Phase 1 (Days 1-2): triage—identify the most time-sensitive data. Forty-two deals were in active pipeline stages; these were manually reconstructed from email records, title company files, and team member knowledge. Team members worked from spreadsheets while the CRM was rebuilt. Phase 2 (Days 3-7): data repair—a contractor was hired to clean the corrupted phone number data using cross-reference against the original Podio export file (which had been downloaded but not initially checked). Deal stages were manually restored for the 200 most recent deals using closing records and email timestamps. Phase 3 (Days 8-14): communication history was determined to be unrecoverable from the failed migration. The team implemented a forward-looking policy of logging all communications in the new CRM starting fresh.

Root Cause Analysis and Prevention Framework

Root Cause Analysis and Prevention Framework

Root cause analysis revealed four failures. (1) No test migration: the team migrated the entire dataset without first testing with a small sample to verify data integrity. (2) No parallel operation: the old CRM was deactivated before the new one was verified, eliminating the ability to rollback. (3) No data validation: nobody compared migrated records against source records to confirm accuracy before going live. (4) No backup plan: no documented procedure for continuing operations if the migration failed. The prevention framework now requires: test migrations with 5% of data before full migration, 30-day parallel operation of old and new systems, automated data validation comparing source and destination record counts and key fields, and a documented rollback procedure that keeps the old system accessible for at least 60 days.

Compliance Checklist

Control Failures

Migrating entire datasets without first running a test migration on a small sample.

Data corruption, field mapping errors, and lost records are discovered only after the full migration, making recovery exponentially harder.

Correction: Run test migrations with 5% of data, verify accuracy field-by-field, fix mapping issues, and only then proceed with full migration.

Deactivating or deleting the old system before verifying the new system works correctly.

No rollback option exists if the migration fails—the business is stuck with corrupted data and no way to recover.

Correction: Maintain the old system in read-only mode for at least 60 days after migration. Do not cancel subscriptions until verification is complete.

Treating data migration as an IT task rather than a business-critical operation.

Business stakeholders do not validate that the migrated data supports their workflows, leading to operational disruption.

Correction: Assign business process owners to validate their data and workflows in the new system before declaring migration complete.

Common Mistakes to Avoid

Migrating entire datasets without first running a test migration on a small sample.

Consequence: Data corruption, field mapping errors, and lost records are discovered only after the full migration, making recovery exponentially harder.

Correction: Run test migrations with 5% of data, verify accuracy field-by-field, fix mapping issues, and only then proceed with full migration.

Deactivating or deleting the old system before verifying the new system works correctly.

Consequence: No rollback option exists if the migration fails—the business is stuck with corrupted data and no way to recover.

Correction: Maintain the old system in read-only mode for at least 60 days after migration. Do not cancel subscriptions until verification is complete.

Treating data migration as an IT task rather than a business-critical operation.

Consequence: Business stakeholders do not validate that the migrated data supports their workflows, leading to operational disruption.

Correction: Assign business process owners to validate their data and workflows in the new system before declaring migration complete.

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Test Your Knowledge

1.What is operational risk?

2.What is a risk register?

3.What is the Recovery Time Objective (RTO)?

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