Turn fragmented CRM data into revenue-ready systems
This page is the long-form companion to the homepage headline: three concrete lenses operations leaders can walk through with finance and sales enablement in the same room.
Data health assessment
We score duplicate density, ownership drift, and field completeness per object—not a single vanity metric. Heatmaps call out Korean corporate naming collisions separately from global subsidiaries so remediation budgets match actual merge difficulty.
Integration delivery plans
Delivery plans read like runbooks: dependency order, rollback file naming, API budgets, and who owns pager decisions during cutover weekends. Each milestone links back to a service package so procurement can trace scope to line items.
Proof of accuracy
Proof is diff exports, not slogans. We attach before/after row counts, sampling methodology, and explicit residual ambiguity lists your auditors can replay months later without calling a emergency workshop.