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Data quality rules and monitoring
Datolio keeps the business rationale, executable check, run result and schedule together.
Before you continue
- Write the expectation before the implementation
- Name dimension, severity and eligible population
- Test against real exceptions
- Activate and schedule only after review
| Stage | What to inspect | Decision |
|---|---|---|
| Draft | Expectation, rationale and SQL/simple condition | Is the rule understandable and safe? |
| Test | Eligible rows, violations and exception sample | Does it detect the intended problem? |
| Active | Schedule, latest score and trend | Who responds when tolerance is exceeded? |
Explore Datolio
- Datolio documentation
Product-specific guidance for moving from a source file to reviewed governance and recurring quality evidence.
- Get started with Datolio
Learn in Closets4all without an account, or sign in to create a private workspace for your own data.
- Import CSV and XLSX files
Datolio detects file structure before upload, lets you review parsing choices and profiles selected tables server-side.
- Reviewable AI drafts
Datolio uses bounded context to draft definitions, terms, relationships and quality checks. Every result remains reviewable.