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XBRL (eXtensible Business Reporting Language) is an open, XML-based standard for tagging each figure in a business report with a defined meaning, period and unit, so software can read the report without anyone retyping it. A revenue figure in an XBRL filing is not...
An interactive dashboard is a single-screen view of key metrics that users can filter, cross-filter and drill into, so it answers follow-up questions instead of only displaying a number. Clicking a region, a month or a product changes every chart on the screen to...
The financial close is the recurring process of recording, adjusting, reconciling and reviewing a period's transactions so the books can be locked and financial statements issued. It runs at the end of every month, quarter and year, and its output is a set of figures...
Enterprise performance management (EPM) is the set of processes, and the software behind them, that finance uses to set targets, plan and budget, consolidate and close the books, report results and revise the outlook. It connects what a business intends to do with...
AI forecasting is the use of machine learning models to predict future values, such as sales, cash or demand, by learning patterns from historical data and the drivers that influence it. Instead of applying a formula someone specified in advance, the model works out...
JDBC (Java Database Connectivity) is the standard Java API for connecting to a relational database, sending it SQL and reading the results. A Java program codes against one set of interfaces, and a database-specific JDBC driver turns those calls into the protocol the...
Row-level security (RLS) is a data access control that restricts which rows of a table or report each user can see, based on who they are. Two people can open the same report and see different records: a UK finance manager sees UK business unit transactions, while a...
OTIF (On Time In Full) is a delivery performance metric that measures the percentage of orders delivered to the customer on the agreed date and in the full quantity ordered. An order counts as a success only when both conditions hold. An order that arrives on time but...
Oracle data replication is the process of copying data from an Oracle database to one or more targets and keeping those copies current as the source changes. The target can be another Oracle database, a standby system, a reporting replica, or a different platform...
An audit trail is a chronological record of who did what to a record, when they did it, and with whose approval. In finance and ERP systems it links every reported figure back to the transactions, journal entries and source documents that produced it, so any number...
An AI hallucination is output that an artificial intelligence model presents as fact when it is false, unsupported by any source, or unrelated to the question asked. The answer is usually fluent, well formatted and stated with complete confidence, which is exactly...
Medallion architecture is a data design pattern that organizes a lakehouse into three layers of increasing quality: bronze for raw data exactly as it arrived, silver for data that has been cleansed and conformed, and gold for business-ready tables built for reporting...
XBRL (eXtensible Business Reporting Language) is an open, XML-based standard for tagging each figure in a business report with a defined meaning, period and unit, so software can read the report without anyone retyping it. A revenue figure in an XBRL filing is not...
An interactive dashboard is a single-screen view of key metrics that users can filter, cross-filter and drill into, so it answers follow-up questions instead of only displaying a number. Clicking a region, a month or a product changes every chart on the screen to...
The financial close is the recurring process of recording, adjusting, reconciling and reviewing a period's transactions so the books can be locked and financial statements issued. It runs at the end of every month, quarter and year, and its output is a set of figures...
Enterprise performance management (EPM) is the set of processes, and the software behind them, that finance uses to set targets, plan and budget, consolidate and close the books, report results and revise the outlook. It connects what a business intends to do with...
AI forecasting is the use of machine learning models to predict future values, such as sales, cash or demand, by learning patterns from historical data and the drivers that influence it. Instead of applying a formula someone specified in advance, the model works out...
JDBC (Java Database Connectivity) is the standard Java API for connecting to a relational database, sending it SQL and reading the results. A Java program codes against one set of interfaces, and a database-specific JDBC driver turns those calls into the protocol the...
Row-level security (RLS) is a data access control that restricts which rows of a table or report each user can see, based on who they are. Two people can open the same report and see different records: a UK finance manager sees UK business unit transactions, while a...
OTIF (On Time In Full) is a delivery performance metric that measures the percentage of orders delivered to the customer on the agreed date and in the full quantity ordered. An order counts as a success only when both conditions hold. An order that arrives on time but...
Oracle data replication is the process of copying data from an Oracle database to one or more targets and keeping those copies current as the source changes. The target can be another Oracle database, a standby system, a reporting replica, or a different platform...
An audit trail is a chronological record of who did what to a record, when they did it, and with whose approval. In finance and ERP systems it links every reported figure back to the transactions, journal entries and source documents that produced it, so any number...
An AI hallucination is output that an artificial intelligence model presents as fact when it is false, unsupported by any source, or unrelated to the question asked. The answer is usually fluent, well formatted and stated with complete confidence, which is exactly...
Medallion architecture is a data design pattern that organizes a lakehouse into three layers of increasing quality: bronze for raw data exactly as it arrived, silver for data that has been cleansed and conformed, and gold for business-ready tables built for reporting...
