MigrateIQ.

01 /The context

What needed
to work better.

Configuration migrations can involve records from several source formats, inconsistent fields, and the need to review mappings before exporting a new structure.

02 /What was built

• A Python pipeline with ICONICS alarm, OPC, and screen-export parsers.
• Normalization, mapping, validation, and SDM output modules.
• A web interface with upload, project review, result, and reviewer screens, plus parser and mapping tests.

03 /The thinking

The pipeline separates ingestion, mapping, validation, and output so each stage has a clearer responsibility. The review interface gives a person a place to inspect the transformation.

04 /Where it fits

The same architecture is useful for business data imports, legacy-system transitions, and other tasks that require careful review of a conversion.