Loading
Founded in 2021 and based in Ottawa, Data Qualification helps organizations make sense of finance, data and systems so they can make better business decisions.
Data Qualification was founded in 2021 in Ottawa. From the start, the work has sat between financial operations, data quality and the systems that produce both. We help teams move from scattered reports to information they can explain.
01
Learn the decisions, stakeholders and systems before proposing tools.
02
See what the current data, processes and reports can and cannot support.
03
Clean, reconcile and document information so it is fit for use.
04
Shape models, mappings and workflows that match how the business operates.
05
Examine variance, performance and operational patterns with a practical lens.
06
Present the right measures in reports and dashboards people will actually use.
07
Support configuration, testing and handover.
08
Refine after go-live as questions, data and processes change.
If a number cannot be explained, it is not ready for a decision.
Reconcile sources. Name assumptions. Keep an audit trail.
Dashboards and models exist to help people act, not to decorate a slide.