Term Kind Topic What it is
BI Governance practice BI Governance Keeping business intelligence trustworthy — through certified definitions and a semantic layer, without preventing analysts from working.
Certified Report practice BI Governance A small set of reports explicitly endorsed as authoritative, with an owner and a review cadence, distinguished from everything else people have built.
Classification Propagation Label Inheritance, Lineage-Aware Classification, Derived Sensitivity practice Sensitivity Labelling Carrying a column's sensitivity classification through every derived table, view and export, so that copying restricted data into an aggregate does not silently strip its protection.
Classification Propagation Labels Travelling Through Lineage, Derived-Data Sensitivity practice Sensitivity Labelling Carrying a sensitivity label through every derivation, so a restricted column copied into an aggregate, a training set or an export remains subject to its controls.
Code List Governance practice Reference Data Managing the small shared enumerations — currencies, country codes, statuses, product categories — whose uncontrolled change breaks systems quietly.
Contract Enforcement Point Producer-Side Enforcement, Shift-Left Contract Checking practice Data Contracts Where a data contract is actually checked - which determines whether a breaking change fails in the producer's build or in a consumer's pipeline at 2 a.m.
Data Observability practice Data Observability Continuous automated monitoring of data health — freshness, volume, schema, distribution and lineage — designed to detect silent data failures.
Dataset Deprecation Policy Dataset Sunset Policy, Retirement Notice Period practice Data Products The written rule stating how a published dataset or column is retired - the notice period, how consumers are identified, and what happens if they do not move - without which nothing can ever be removed.
Deletion Verification practice Retention & Purge Proving that a deletion actually removed the data everywhere it existed, which is a harder problem than issuing the delete.
Deterministic Tokenisation practice Tokenisation & Masking Replacing a sensitive value with a stable surrogate so the same input always yields the same token, preserving joins while removing the value.
Domain Publishing Readiness Data Product Admission Bar, Domain Onboarding Gate practice Data Mesh The small set of capabilities a domain team must demonstrably have before it is allowed to publish a data product, which is what separates decentralised ownership from renaming existing teams as domains.
Governed Metric Set The Twenty Numbers, Governance Boundary practice Self-Service vs Governed The deliberately small collection of metrics defined once with an owner, with everything else left explicitly self-service - because governing all analysis becomes a bottleneck and is abandoned.
Label Inheritance Classification Propagation, Sensitivity Inheritance practice Sensitivity Labelling Automatically assigning a derived dataset the highest sensitivity of its inputs, so that aggregates and transformations do not silently escape the controls that applied to their sources.
Master Data Management MDM, Golden Record practice Master Data Management Establishing a single authoritative version of core business entities that appear inconsistently across many systems.
Metadata Harvesting practice Data Catalog Populating a catalogue automatically from the systems that hold the data, because anything requiring manual entry will be incomplete within a quarter.
Metric Certification Certified Metrics, Trusted Tier practice BI Governance Marking a small set of metrics and datasets as governed and authoritative, so that exploration stays free while anything asserted about the business comes from a controlled definition.
Pipeline Anomaly Detection practice Data Observability Monitoring row counts, distributions, freshness and schema for unexplained change, because data pipelines fail silently far more often than they error.
Producer-Enforced Contract Contract That Fails the Build, Upstream Enforcement practice Data Contracts A data contract checked in the producing team's own pipeline, so a breaking change is blocked before it ships - without which the contract is documentation and the breakage is discovered downstream.
Retention and Purge practice Retention & Purge Deleting data when its lawful or business purpose has ended, and being able to prove that it happened.
Seasonality-Aware Threshold Same-Weekday Baseline, Seasonal Band practice Data Quality Dimensions Setting a data quality alarm against the comparable period rather than the previous one, so that a business's own weekly and monthly rhythm does not generate alerts nobody can act on.
Sensitivity Labelling Data Classification Tagging practice Sensitivity Labelling Attaching a machine-readable classification to data at the column or asset level, so that downstream controls can be applied automatically.
Steward Accountability practice Data Stewardship Making stewardship a defined role with time, authority and consequences, rather than a title added to somebody's existing job.
Stewardship Escalation Path Data Decision Route, Definition Arbitration Path practice Data Stewardship The named route and time limit by which a disagreement a steward cannot settle reaches someone entitled to decide it, without which stewardship produces opinions rather than rulings.
Survivorship Rules Golden Record Rules, Attribute Precedence practice Master Data Management Per-attribute rules deciding which source's value wins when several systems hold a different value for the same entity - the part of master data management that determines whether the golden record is trusted.
Term Definition Ownership practice Business Glossary Assigning one accountable owner per business term, so that a disagreement about meaning has a route to resolution rather than a standing argument.