dataopsgroup

Scan a contact export to discover which duplicate patterns exist in your portal, classify by confidence, and generate a layered 4-pass resolution plan with Koalify rules.

Analyze your actual contact and deal data to reverse-engineer what your lifecycle stages really mean, where contacts get stuck, and what's missing. Outputs definitions with entry/exit criteria per stage.

Scan every property in your portal for duplicates, type mismatches, naming inconsistencies, and orphaned fields. Outputs a tabbed workboard grouped by action type.