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Why Database Results Still Require Human Verification

The database is the first hour of the work, not the deliverable.

By TracePoint Forensics Editorial Team · Published · Updated · 5 min read

Commercial data aggregators are genuinely useful. They are also confidently wrong often enough that acting on an unverified export is a real risk when a deadline or a mailing obligation is involved.

Where aggregated data breaks

The failure modes are predictable once you have seen enough of them.

  • Stale records presented without a clear date of last activity
  • Two people with the same name merged into a single profile
  • Addresses associated through a relative rather than the subject
  • Mail-forwarding and commercial mailbox addresses shown as residences
  • Unit numbers dropped from multifamily addresses

What verification adds

Verification tests each candidate against independent records: recorded transfers, entity filings, court records, and relationship indicators. A candidate that survives that comparison is reported with the basis for the conclusion; one that does not is reported as unsupported rather than quietly dropped.

The cost comparison worth making

Verification adds modest scope. A failed out-of-area service attempt, a missed statutory notice, or a re-filed pleading costs considerably more.

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