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Eliminate duplicates and merge safely | PeopleGraph

PeopleGraph

Eliminate duplicates and merge safely

Review suggested matches nightly and merge with provenance and undo.

Dedupe review UI
Side-by-side merge

Overview

Review suggested matches nightly and merge with provenance and undo.

Problem

Duplicates fragment history, labels, and automations. Manual cleanup is slow and risky.

Solution

PeopleGraph proposes merges using email/phone/name heuristics and confirms via review UI. Operations preserve primary fields and audit trails.

How it works

Open Duplicates, filter by confidence, compare side‑by‑side, and choose preferred values. Merges emit events so downstream tools stay in sync.

Who is this for

Data Steward Ops Admin

Expected outcomes

  • Cleaner segments and accurate reporting
  • Fewer bounced emails and misrouted tasks

Key metrics

Duplicates resolved per week

Baseline

0 count

Target

500 count

Post-merge error rate

Baseline

5 %

Target

0.5 %

Gallery

Dedupe review UI
Side-by-side merge

Downloads & templates

Security impact

  • Identity profiles & historical labels · PII: business contact info

Compliance

  • GDPR
  • SOC2

Availability & next steps

Pro Enterprise