LogicGuard

Surface the records that look wrong. Never delete silently.

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How it works

What LogicGuard does

LogicGuard runs rule-based and statistical anomaly detection across every field. Age 250. Future birthdays. Phone numbers with six digits. Revenue amounts three standard deviations from the mean. Every flag goes to a review queue — nothing is ever silently removed.

✓Age out of range, future birthdays, impossible dates
✓Phone numbers with wrong digit counts by country
✓Revenue, deal size, and numeric outliers (statistical + rule-based)
✓Every flag shows which rule triggered it and why

Part of the four-pass pipeline

Run your data through LogicGuard

Upload a CSV or connect your CRM. Most datasets clean in under a minute.

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