Term Kind Topic What it is
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.
Code List Governance practice Reference Data Managing the small shared enumerations — currencies, country codes, statuses, product categories — whose uncontrolled change breaks systems quietly.
Computation-Only Collaboration pattern Data Sharing & Clean Rooms Two parties analysing their combined data without either receiving the other's records, by permitting only queries whose outputs are aggregate.
Data Product Interface concept Data Products The stable surface a data product exposes — its schema, its access path, its documentation and its guarantees — as distinct from the pipeline behind it.
Decision Rights Over Data concept Data Governance & Semantics Who is entitled to decide what a data element means, who may see it and how long it is kept — the substance of governance once the policy documents are set aside.
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 Data Ownership concept Data Mesh Making the team that generates data accountable for publishing it fit for others to use, rather than handing raw extracts to a central team.
Golden Record concept Master Data Management The single authoritative version of an entity assembled from conflicting sources, and the survivorship rules that decide which value wins.
Governed Self-Service concept Self-Service vs Governed Letting anyone analyse anything while constraining what may be treated as authoritative, which resolves the apparent conflict between speed and consistency.
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 Definition Layer pattern Semantic Layer Business metrics defined once in a versioned, tested place and served to every consuming tool, so the number cannot differ by which tool asked.
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.
Predicate-Based Filtering pattern Row & Column-Level Security A policy that appends a filter to every query on a table based on who is asking, so one physical table serves many audiences safely.
Producer Obligation concept Data Contracts What a data contract binds the producing team to do, and — crucially — what happens in their pipeline when they are about to break it.
Purpose-Based Access pattern Data Access Models Granting access for a stated and recorded purpose rather than by role alone, which is what several data protection regimes actually require.
Quality Dimension Threshold metric Data Quality Dimensions The stated numeric level at which a dataset is fit for its purpose on a given quality dimension, plus what happens when it is not met.
Sensitivity Propagation concept Sensitivity Labelling The rule that a derived dataset inherits the highest sensitivity of its inputs unless a named transformation demonstrably lowers it.
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.
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.