One import from a documented source format into an existing destination, with a preview, validation and agreed conflict handling. Data cleanup and additional source formats are quoted separately after sample review.

Estimated delivery starts at 5 calendar days for this package, from our agreed start date once access and required materials are ready. The starting price and timeline are negotiable and depend on your brief, requirements, existing code and input quality. We confirm the scope, price and schedule before work begins. Additional scope, third-party subscriptions, API usage, hosting and ongoing support are quoted separately.

Move data into your application with clear rules for validation and conflicts. I build imports or migration steps around the source format, target model, and volume you need to handle.

Mapping and validation for the agreed data fields and formats.

A preview or dry run where appropriate, with actionable error and conflict reporting.

The agreed import or migration flow, verification steps, and operating instructions.

We inspect representative samples, agree on conflict handling and recovery, then test before applying changes to the target environment.

Share anonymised samples, source and target structures, expected volume, and rules for duplicates or missing data.