RFC 5322 Email Format Standard
Ensures that email addresses are syntactically valid according to the format defined by the Internet Engineering Task Force (IETF).
Temperature Range Validation
Ensures temperature readings fall within physically plausible ranges for the specific context.
Wellbore Unique Identifier (WUID/UWI)
Ensures every wellbore has a standardized, unique identifier based on its geographic location and other attributes, following industry standards (e.g., PPDM).
Vessel IMO Number Validation
Ensures all vessel identifiers use valid International Maritime Organization numbers.
Mandatory Field Completeness
Ensures all fields marked as required/mandatory contain valid non-null values.
Referential Integrity Enforcement
Ensures foreign key relationships are maintained and no orphan records exist.
Consistency (Data values)
The degree to which data values of two sets of attributes comply with a rule.
Reasonability
The degree to which a data pattern meets expectations.
Objectivity
The degree to which the data values are created in an unbiased manner.
Reputation
The degree to which data are trusted or highly regarded in terms of their source or content.
Access security
The degree to which access to datasets is restricted.
Latency
The period of time between the point when the data is created and the point when it is available for use.
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.
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.
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.
Procure to Pay (P2P)
The end-to-end process of obtaining and managing the raw materials, goods, and services needed to manufacture a product or operate a business, through to payment.