Glossary of Financial Controlling & BI Terms
Definitions of 60 key terms across management reporting, performance analysis, financial planning, data governance, and business intelligence — written for finance and operations professionals.
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Governed Data Layer
A unified reporting layer between source systems and consumers where multi-system data is consolidated, reconciled, and governed under a single set of definitions.
Data Governance & AI ReadinessCross-Training
Cross-training is the practice of training team members to perform tasks outside their primary role, creating redundancy and reducing dependency on any single individual.
Data Governance & AI ReadinessData Dictionary
A data dictionary is a structured reference that defines data elements — their names, types, meanings, and rules — serving as the authoritative source for data understanding.
Data Governance & AI ReadinessData Ownership
Data ownership assigns accountability for the quality, accuracy, and governance of specific data assets to a named individual or role.
C
Compliance Readiness
Compliance readiness is the state of financial reporting and data governance processes being sufficiently controlled, documented, and auditable to satisfy external regulatory requirements and audit scrutiny.
Data Governance & AI ReadinessControl Framework
A control framework is a structured system defining the complete set of internal controls, their relationships, and how they collectively provide assurance over financial reporting and compliance.
Data Governance & AI ReadinessCross-Training
Cross-training is the practice of training team members to perform tasks outside their primary role, creating redundancy and reducing dependency on any single individual.
Data Governance & AI Readiness
D
Dashboard
A dashboard is a visual display that consolidates key performance indicators and metrics in a format that enables rapid understanding of performance status.
Reporting InfrastructureData Consistency
Data consistency is the property of data being uniform and non-contradictory across systems and reports, which is a prerequisite for reliable management reporting.
Data Governance & AI ReadinessData Dictionary
A data dictionary is a structured reference that defines data elements — their names, types, meanings, and rules — serving as the authoritative source for data understanding.
Data Governance & AI ReadinessData Governance
Data governance is the set of policies, processes, and roles that define how data is managed, maintained, and used across an organisation to ensure data is a trustworthy, controlled resource.
Data Governance & AI ReadinessData Ownership
Data ownership assigns accountability for the quality, accuracy, and governance of specific data assets to a named individual or role.
Data Governance & AI ReadinessData Quality
Data quality is the fitness of data for its intended use across dimensions of accuracy, completeness, consistency, timeliness, and validity.
Data Governance & AI ReadinessData Refresh Cycle
The data refresh cycle is the frequency at which reporting system data is updated from source systems, which determines the currency of information available in management reports.
Reporting InfrastructureData Validation
Data validation verifies that data meets defined quality standards and business rules before being accepted into a system, preventing unreliable data from propagating through reporting systems.
Data Governance & AI ReadinessDriver-Based Planning
Driver-based planning builds financial projections from operational drivers that causally determine financial outcomes, producing more transparent and responsive plans than historical extrapolation.
Planning & Projections
F
Financial Forecast
A financial forecast is a forward-looking estimate of expected financial performance used to anticipate results and adjust plans proactively.
Planning & ProjectionsFinancial Planning
Financial planning is the process of setting quantified financial targets and resource allocation plans that translate strategic objectives into an operational financial framework.
Planning & ProjectionsFinancial Reporting
Financial reporting is the process of producing formal financial statements for external stakeholders, prepared according to regulatory frameworks such as IFRS or local GAAP.
Reporting InfrastructureForecast
A forecast is a regularly updated projection of expected future financial performance based on current information, providing management with a current view of likely outcomes.
Planning & ProjectionsForecast Accuracy
Forecast accuracy measures how closely forecasts correspond to actual outcomes, serving as an indicator of planning process quality and the reliability of planning assumptions.
Planning & ProjectionsFP&A (Financial Planning & Analysis)
FP&A (Financial Planning & Analysis) is the function responsible for financial planning, budgeting, forecasting, and performance analysis that supports management decision-making.
Planning & ProjectionsFractional CFO
A fractional CFO is a senior finance executive who provides part-time CFO services to companies that need strategic financial leadership without a full-time hire.
Planning & Projections
K
Key Performance Indicator (KPI)
A Key Performance Indicator (KPI) is a quantifiable metric that measures an organisation's progress toward a defined strategic or operational objective.
Reporting InfrastructureKey-Person Risk
Key-person risk is the exposure created when critical knowledge, skills, or authority are concentrated in a single individual whose absence would disrupt operations.
Data Governance & AI Readiness
M
Management Reporting
Management reporting is the systematic process of collecting, processing, and presenting financial and operational data to internal management to support decision-making and performance monitoring.
Reporting InfrastructureMaster Data
Master data refers to core reference entities (customers, products, suppliers) used across multiple systems, managed centrally to ensure consistent definitions across all reports and processes.
Data Governance & AI Readiness
P
Plan vs Actuals
Plan vs actuals compares actual financial results against planned targets to identify and quantify performance deviations, forming the foundation of the monthly management review cycle.
Planning & ProjectionsProcess Documentation
Process documentation records how a business process works — its steps, roles, systems, and exceptions — enabling consistency, resilience, and improvement.
Data Governance & AI Readiness
R
Reconciliation
Reconciliation compares data between two or more sources to verify agreement and resolves differences, providing assurance that financial data is complete and consistent.
Data Governance & AI ReadinessRolling Forecast
A rolling forecast maintains a constant forward planning horizon by adding new periods as old ones close, avoiding the calendar-year bias of static annual budgets.
Planning & Projections
S
Scenario Analysis
Scenario analysis models how financial outcomes would change under different assumptions, enabling management to understand the range of possible results and prepare responses.
Planning & ProjectionsSegregation of Duties
Segregation of duties divides critical tasks among different individuals to prevent any one person from being able to commit and conceal errors or fraud.
Data Governance & AI ReadinessSensitivity Analysis
Sensitivity analysis examines how changes in individual input variables affect financial model outputs, identifying which assumptions have the greatest impact on projected outcomes.
Planning & ProjectionsSingle Source of Truth (SSOT)
Single source of truth (SSOT) is the principle of maintaining one authoritative record for each data entity, ensuring all reports and analyses produce consistent results from the same underlying data.
Reporting Infrastructure
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