KSDATAFORGE / OUR PROCESS
A repeatable process for better CRM data.
The KSDataForge process for CRM data cleaning, standardization, enrichment, verification, QA and delivery.
THE KSDATAFORGE QUALITY FRAMEWORK™
A repeatable workflow for better CRM data.
Every engagement follows a defined sequence so the work is measurable and explainable.
01
Diagnose
Map duplicates, missing fields and structural problems.
02
Standardize
Normalize names, domains, titles and formats.
03
Enrich
Add approved missing company and contact attributes.
04
Verify
Validate transformed records against agreed rules.
05
QA
Review exceptions and edge cases.
06
Deliver
Return structured data ready for your workflow.
CONTROLLED WORKFLOW
From input to delivery.
Define scope, fields, rules and output before processing the full dataset.
UPLOADAgreed data scope
PROCESSDefined rules
QAException review
DELIVERStructured output