Temperature Range Validation
Ensures temperature readings fall within physically plausible ranges for the specific context.
Percentage Field Range Validation
Ensures fields representing percentages contain values between 0 and 100.
ISO 4217 Currency Code Standard
Ensures all financial transactions use the standardized three-letter codes for currencies.
Latitude/Longitude Precision Standard
Ensures geographic coordinates have sufficient precision for business use (typically 6 decimal places).
Inspection Frequency Compliance
Ensures all assets undergo required inspections at mandated frequencies.
Permit/License Expiry Tracking
Ensures all required business permits and licenses have valid expiry dates tracked and monitored.
Interpretability
The degree to which data are in an appropriate language and units of measure.
Coherence
The degree to which datasets can be combined.
Consistency (Cross-Record)
The degree to which data values of two sets of attributes between records comply with a rule.
Access security
The degree to which access to datasets is restricted.
Precision (1 - Recording Accuracy)
The degree of accuracy with which data values are recorded or classified.
Uniqueness (Records)
The degree to which records occur only once in a data file.
Order to Cash (O2C)
The end-to-end set of business processes for receiving and processing customer orders for goods or services and collecting payment.
Hire to Retire (H2R) / Employee Lifecycle
The complete journey of an employee within an organization, from recruitment and onboarding through their tenure, development, and eventual separation.
Record to Report (R2R)
The process of collecting, processing, and presenting financial data to provide internal and external stakeholders with accurate financial statements and reports.
Idea to Market / New Product Development (NPD)
The complete process of conceiving, designing, developing, testing, and launching new products or services.