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๐——๐—ฎ๐˜๐—ฎ ๐— ๐—ถ๐—ด๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฅ๐—ฒ๐—ด๐—ฟ๐—ฒ๐˜ ๐—œ๐˜€ ๐—ฅ๐—ฒ๐—ฎ๐—น: ๐—ฉ๐—ฎ๐—น๐—ถ๐—ฑ๐—ฎ๐˜๐—ฒ ๐—•๐—ฒ๐—ณ๐—ผ๐—ฟ๐—ฒ ๐—ฌ๐—ผ๐˜‚ ๐— ๐—ผ๐˜ƒ๐—ฒ

  • Writer: Vexdata
    Vexdata
  • Jul 17
  • 1 min read
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Weโ€™ve all seen it happen:


The big migration goes liveโ€ฆ and suddenly dashboards go dark, reports break, and the blame game begins.



๐—ง๐—ฟ๐˜‚๐˜๐—ต ๐—ถ๐˜€ โ€” ๐—บ๐—ผ๐˜ƒ๐—ถ๐—ป๐—ด ๐—ฑ๐—ฎ๐˜๐—ฎ ๐—ถ๐˜€ ๐—ฒ๐—ฎ๐˜€๐˜†.


๐— ๐—ผ๐˜ƒ๐—ถ๐—ป๐—ด ๐—ฐ๐—ผ๐—ฟ๐—ฟ๐—ฒ๐—ฐ๐˜ ๐—ฑ๐—ฎ๐˜๐—ฎ ๐—ถ๐˜€ ๐˜„๐—ต๐—ฎ๐˜ ๐—บ๐—ฎ๐˜๐˜๐—ฒ๐—ฟ๐˜€.



๐Ÿงฉ Column mismatches


๐Ÿšซ Missing records


๐ŸŒ€ Broken joins


๐Ÿ“‰ Crashed pipelines



All of these are avoidable if you ๐˜ƒ๐—ฎ๐—น๐—ถ๐—ฑ๐—ฎ๐˜๐—ฒ ๐—ฏ๐—ฒ๐—ณ๐—ผ๐—ฟ๐—ฒ ๐˜†๐—ผ๐˜‚ ๐—บ๐—ถ๐—ด๐—ฟ๐—ฎ๐˜๐—ฒ.



Hereโ€™s what pre-migration testing with Vexdata does:


โœ… Verifies data completeness


โœ… Checks column-level integrity


โœ… Identifies transformation errors before they land in production


โœ… Reduces manual reconciliation post-migration



Because the only thing worse than a failed migrationโ€ฆ


โ€ฆis finding out it โ€œsucceededโ€ with bad data.



๐——๐—ผ๐—ปโ€™๐˜ ๐—บ๐—ผ๐˜ƒ๐—ฒ ๐—ณ๐—ฎ๐˜€๐˜ ๐—ฎ๐—ป๐—ฑ ๐—ฏ๐—ฟ๐—ฒ๐—ฎ๐—ธ ๐˜๐—ต๐—ถ๐—ป๐—ด๐˜€. ๐— ๐—ผ๐˜ƒ๐—ฒ ๐˜€๐—บ๐—ฎ๐—ฟ๐˜. ๐— ๐—ผ๐˜ƒ๐—ฒ ๐˜๐—ฒ๐˜€๐˜๐—ฒ๐—ฑ.



๐Ÿ“Œ Ready to migrate without regret?


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