Success Stories

Historical Data Migration

Power Generation

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Historical Data Migration

BKOAI rebuilt the facility’s data architecture and migrated historical data while preserving operational context

Goals

Transfer historical datasets from legacy systems to modern analytics platforms.
Recreate data archives, asset frameworks, and associated visualizations.
Reduce manual effort involved in rebuilding data structures.
Preserve historical data and its operational context during migration.

Challenges

Large volumes of historical data make migration from legacy systems complex.
Manually rebuilding data frameworks and visualizations is time-consuming and prone to error.
Maintaining relationships between data and assets adds complexity to the transition.
Migration must account for ongoing operations and continued access to historical information.

Solutions

Automate the extraction, validation, and backfilling of historical data.
Reconstruct data archives, asset frameworks, and visualizations on the destination platform.
Standardize migration workflows to reduce reliance on manual scripting.
Validate migrated data and reconstructed structures against the source system.

Results

Reduced migration timelines from several months to just a few weeks.
Maintained continuous operational uptime with zero technical interruptions for business users.
Preserved complete data integrity with zero records lost during the archive rebuild.