What it is
This work creates usable source-of-truth rules, cleaner tables or views, quality checks, and accessible data inputs for downstream systems and decisions.
Core Service
Clean operational data people can trust
Data Foundation & Normalization cleans up scattered operational data so reporting, automation, and workflow improvements are built on information people can actually trust.
What it is not
This is not a large enterprise data warehouse, speculative data science, or dashboard work without source-of-truth cleanup.
Best fit
Teams relying on spreadsheets, exports, duplicate entry, inconsistent metrics, inaccessible system data, or reports nobody fully trusts.
Pricing
Confirmed as part of your Operations Assessment
Typical Outputs
What the work can produce
- Data source, ownership, and handoff map.
- Duplicate, inconsistent, missing, or inaccessible data findings.
- Field, naming, metric, and source-of-truth normalization.
- Clean tables, views, or structured files for reporting and workflow use.
- Data quality checks and exception handling.
Start with fit
If this looks like the right lane, request a savings estimate and Mozingo Systems will review whether this should be the first sprint or whether another service should come first.
Choose Your Best-Fit Offer