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Ada · CRM Data Auditor

Ada takes a messy CRM export, contacts, companies, deals, and hands back a health score from A to F, a prioritized fix list with real counts and examples pulled from the actual file, and a cleaned export ready to re-import. An ops lead exports the contacts list, opens the file, and starts eyeballing columns for duplicates and blanks. That takes most of an afternoon, and the duplicate buried deep in the file still gets missed. Ada profiles every row and column in a few seconds, scores the file A through F, and hands back a ranked fix list with exact counts and examples. The team reviews the fixes and downloads the cleaned export. The file never leaves the browser.

SpeedMeasurement
Vanilla JavaScriptsingle-file, no build stepno server
10
seconds per export, versus about 3 hours reviewing columns by hand (est.)
100%
of rows and columns profiled, so every count is exact
6
checks per file: property bloat, bad emails, attribution coverage, inconsistent values, stray spaces, stale records
0
uploads. Everything runs in the browser, checkable by turning off wifi.
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