Data Hygiene
Data hygiene is the ongoing maintenance — cleansing, deduping, verifying, refreshing — that keeps a database accurate enough to act on.
What is data hygiene?
Data hygiene is the routine practice of keeping data clean: deduplicating, validating, standardizing, refreshing stale fields, removing dead records. It's not a one-time cleanup — it's a continuous process because real-world data decays the moment you collect it.
Why it matters
- B2B contact data decays at roughly 30% per year — people change jobs constantly
- Hygiene is the cheapest deliverability fix; verifying before you send beats begging your way out of a spam-folder hole
- Clean data is the foundation for everything else: accurate reporting, reliable AI scoring, useful segmentation
A working hygiene cadence
- Real-time — verify every email at form submit and at send time
- Weekly — dedupe new records against existing
- Monthly — refresh enrichment for high-touch accounts
- Quarterly — full re-verify and re-enrich of the addressable base
How TexAu helps
Run a hygiene workflow on a schedule that re-verifies emails, refreshes enrichment, dedupes, and flags records that need attention — turning hygiene from a quarterly project into a background process.
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