Quality & validation
Check completeness, consistency, duplicates and agreed business rules.
MereSimplicity Intelligence
Data Governance & Quality
A clear report is only useful if the information behind it is dependable.
Two reports disagree. A customer appears twice. A field is missing its source. Before a number becomes a decision, understand where it came from, how it was checked and who is allowed to use it.
Start with a real business question and the information your business already captures.
Take controlStart with your business questions
What would you like to understand?
- Which records can we trust?
- Where did this number come from?
- Are missing or duplicate records changing the picture?
- Who should be able to access this information?
- What happens when a source stops updating?
From the question to the evidence
Make trust something you can check.
Agree quality rules, definitions and access around the question. Preserve the original records, keep their source history visible and distinguish submitted information, verified facts and inferences. Failed checks remain visible so someone can review and resolve them.
Source history
Track where a record came from and how it was prepared for analysis.
Permissions
Agree access and protect sensitive information around the business purpose.
Shared definitions
Document what a measure means and what a source must provide.
Visible exceptions
Keep failed checks and interrupted collection available for review.
Begin with the evidence
What information would we need?
Start with the records behind the question. Agree what each measure means and connect it with how your business works.
- Source descriptions and ownership
- Agreed measure definitions and quality rules
- Access permissions and privacy requirements
- Original records and their collection history
How we approach the question
Preserved original records · Source tracking and lineage · Documented validation rules · Role-based access · Visible failures and review history
Evidence and trustWhat does this mean for your business?
Explore the questions and records that matter in your industry.
Start with your business question.
Bring the question. We’ll help work out what information matters and whether it can support the decision you need to make.
Take control