A BRMS or business rule management system is a
software
Software is a set of computer programs and associated software documentation, documentation and data (computing), data. This is in contrast to Computer hardware, hardware, from which the system is built and which actually performs the work.
...
system used to define, deploy, execute, monitor and maintain the variety and complexity of decision logic that is used by operational systems within an organization or enterprise. This logic, also referred to as
business rule A business rule defines or constrains some aspect of business. It may be expressed to specify an action to be taken when certain conditions are true or may be phrased so it can only resolve to either true or false. Business rules are intended to as ...
s, includes policies, requirements, and conditional statements that are used to determine the tactical actions that take place in applications and systems.
Overview
A BRMS includes, at minimum:
This needs to be attributed:
* A repository, allowing decision logic to be externalized from core application code
* Tools, allowing both technical developers and business experts to define and manage decision logic
* A runtime environment, allowing applications to invoke decision logic managed within the BRMS and execute it using a
business rules engine
A business rules engine is a software system that executes one or more business rules in a runtime production environment. The rules might come from legal regulation ("An employee can be fired for any reason or no reason but not for an illegal re ...
The top benefits of a BRMS include:
* Reduced or removed reliance on IT departments for changes in live systems. Although, QA and Rules testing would still be needed in any enterprise system.
* Increased control over implemented decision logic for compliance and better business management including audit logs, impact simulation and edit controls.
* The ability to express decision logic with increased precision, using a business vocabulary syntax and graphical rule representations (decision tables, decision models, trees, scorecards and flows)
* Improved efficiency of processes through increased decision automation.
Some disadvantages of the BRMS include:
* Extensive subject matter expertise can be required for vendor specific products. In addition to appropriate design practices (such as
Decision Modeling
A decision model in decision theory is the starting point for a decision method within a formal (axiomatic) system. Decision models contain at least one action axiom.
An action is in the form "IF is true, THEN do ". An action axiom tests a cond ...
), technical developers must know how to write rules and integrate software with existing systems
* Poor rule harvesting approaches can lead to long development cycles, though this can be mitigated with modern approaches like the
Decision Model and Notation (DMN) standard.
* Integration with existing systems is still required and a BRMS may add additional security constraints.
* Reduced IT department reliance may never be a reality due to continued introduction to new business rule considerations or object model perturbations
* The coupling of a BRMS vendor application to the business application may be too tight to replace with another BRMS vendor application. This can lead to cost to benefits issues. The emergence of the
DMN standard has mitigated this to some degree.
Most BRMS vendors have evolved from
rule engine
A business rules engine is a software system that executes one or more business rules in a runtime production environment. The rules might come from legal regulation ("An employee can be fired for any reason or no reason but not for an illegal re ...
vendors to provide business-usable
software development lifecycle
In software engineering, a software development process is a process of dividing software development work into smaller, parallel, or sequential steps or sub-processes to improve design, product management. It is also known as a software deve ...
solutions, based on declarative definitions of business rules executed in their own rule engine. BRMSs are increasingly evolving into broader digital decisioning platforms that also incorporate decision intelligence and
machine learning
Machine learning (ML) is a field of inquiry devoted to understanding and building methods that 'learn', that is, methods that leverage data to improve performance on some set of tasks. It is seen as a part of artificial intelligence.
Machine ...
capabilities.
[{{Cite web , last=FED , title=The Forrester Wave™: Digital Decisioning Platforms, Q4... , url=https://www.forrester.com/report/The-Forrester-Wave-Digital-Decisioning-Platforms-Q4-2020/RES159087 , access-date=2022-11-30 , website=Forrester , language=en]
However, some vendors come from a different approach (for example, they map decision trees or graphs to executable code). Rules in the repository are generally mapped to decision services that are naturally fully compliant with the latest
SOA,
Web Services, or other software architecture trends.
Related software approaches
In a BRMS, a representation of business rules maps to a software system for execution. A BRMS therefore relates to
model-driven engineering
Model-driven engineering (MDE) is a software development methodology that focuses on creating and exploiting domain models, which are conceptual models of all the topics related to a specific problem. Hence, it highlights and aims at abstract ...
, such as the
model-driven architecture
Model Driven Architecture (MDA) is a software design approach for the development of software systems. It provides a set of guidelines for the structuring of specifications, which are expressed as models. Model Driven Architecture is a kind of doma ...
(MDA) of the
Object Management Group
The Object Management Group (OMG) is a computer industry standards consortium. OMG Task Forces develop enterprise integration standards for a range of technologies.
Business activities
The goal of the OMG was a common portable and interoperab ...
(OMG). It is no coincidence that many of the related standards come under the OMG banner.
A BRMS is a critical component for
Enterprise Decision Management Decision management, also known as enterprise decision management (EDM) or business decision management (BDM) entails all aspects of designing, building and managing the automated decision-making systems that an organization uses to manage its int ...
as it allows for the transparent and agile management of the decision-making logic required in systems developed using this approach.
Associated standards
The OMG
Decision Model and Notation
In business analysis, the Decision Model and Notation (DMN) is a standard published by the Object Management Group.OMG standard "Decision Model and Notation (DMN)"current version/ref> It is a standard approach for describing and modeling repeatable ...
standard is designed to standardize elements of business rules development, specially decision table representations. There is also a standard for a Java Runtime
API for rule engines
JSR-94.
* OMG
Business Motivation Model
The Business Motivation Model (BMM) in enterprise architecture provides a scheme and structure for developing, communicating, and managing business plans in an organized manner. Specifically, the Business Motivation Model does all of the followi ...
(BMM): A model of how strategies, processes, rules, etc. fit together for business modeling
* OMG
SBVR: Targets business constraints as opposed to automating business behavior
* OMG
Production Rule Representation (PRR): Represents rules for
production rule systems that make up most BRMS' execution targets
* OMG
Decision Model and Notation
In business analysis, the Decision Model and Notation (DMN) is a standard published by the Object Management Group.OMG standard "Decision Model and Notation (DMN)"current version/ref> It is a standard approach for describing and modeling repeatable ...
(DMN): Represents models of decisions, which are typically managed by a BRMS
*
RuleML provides a family of rule mark-up languages that could be used in a BRMS and with W3C
RIF
The Rif or Riff (, ), also called Rif Mountains, is a geographic region in northern Morocco. This mountainous and fertile area is bordered by Cape Spartel and Tangier to the west, by Berkane and the Moulouya River to the east, by the Mediterrane ...
it provides a family of related rule languages for rule interchange in the W3C Semantic Web stack
Many standards, such as
domain-specific languages, define their own representation of rules, requiring translations to generic rule engines or their own custom engines.
Other domains, such as
PMML
The Predictive Model Markup Language (PMML) is an XML-based predictive model interchange format conceived by Dr. Robert Lee Grossman, then the director of the National Center for Data Mining at the University of Illinois at Chicago. PMML prov ...
, also define rules.
See also
*
BPMS
Business process management (BPM) is the discipline in which people use various methods to discover, model, analyze, measure, improve, optimize, and automate business processes. Any combination of methods used to manage a company's business ...
*
DBMS
In computing, a database is an organized collection of data stored and accessed electronically. Small databases can be stored on a file system, while large databases are hosted on computer clusters or cloud storage. The design of databases span ...
*
RDMS
*
Business rules A business rule defines or constrains some aspect of business. It may be expressed to specify an action to be taken when certain conditions are true or may be phrased so it can only resolve to either true or false. Business rules are intended to ass ...
*
Business rules approach
*
Business rules engine
A business rules engine is a software system that executes one or more business rules in a runtime production environment. The rules might come from legal regulation ("An employee can be fired for any reason or no reason but not for an illegal re ...
*
Decision Model and Notation
In business analysis, the Decision Model and Notation (DMN) is a standard published by the Object Management Group.OMG standard "Decision Model and Notation (DMN)"current version/ref> It is a standard approach for describing and modeling repeatable ...
References
External links
Workshop summary paper: Six Views on the Business Rule Management System
Data modeling
Rule engines
Decision support systems
Expert systems