Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    big data analytics in transporation
    Turning Data Into Decisions: How Analytics Improves Transportation Strategy
    3 Min Read
    sales and data analytics
    How Data Analytics Improves Lead Management and Sales Results
    9 Min Read
    data analytics and truck accident claims
    How Data Analytics Reduces Truck Accidents and Speeds Up Claims
    7 Min Read
    predictive analytics for interior designers
    Interior Designers Boost Profits with Predictive Analytics
    8 Min Read
    image fx (67)
    Improving LinkedIn Ad Strategies with Data Analytics
    9 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Universal Decision Engine – How so?
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Business Intelligence > Decision Management > Universal Decision Engine – How so?
Business IntelligenceDecision Management

Universal Decision Engine – How so?

CMatignon
CMatignon
4 Min Read
SHARE

What a fabulous idea: having a centralized decision service!  For any checkpoint in the enterprise, you could hit a written-once decision service.  Beyond the maintenance savings, consistency is a Holy Grail that appeals to business owners.

What a fabulous idea: having a centralized decision service!  For any checkpoint in the enterprise, you could hit a written-once decision service.  Beyond the maintenance savings, consistency is a Holy Grail that appeals to business owners.

Centralized Decision ManagementWhat is a centralized decision service?

As an oversimplification, we draw a box in the architecture blueprint: “decision service” or “decision engine”.  Et voila!

Architecture is rarely that simple though…  There are at least two components to consider and what is “universal” is not necessarily ‘universally understood’.

Centralized Management

This is clearly the main objective.

If Joe is codifying the new batch of regulations for 2013 in the order entry system, and Susan is repeating the same logic in the fulfillment process, and Tom is doing the same thing in the billing system, we end up with a lot of waste of time on one end, and higher odds of errors / inconsistencies.  Regardless of the systems that will consume the capture decision logic, the biggest savings are in the maintenance of this logic.  If we write it only once then we can free up Susan and Tom’s time, and remove any chances of inconsistency.  Or they might team up and do the work in a third of the time!

Decision management technologies are used to isolate the capture of the logic from the code that will execute in the end, allowing the business rules to be stored and managed in a centralized repository.  The team might be spread out all around the world, collaborating on the crafting of the decision logic, writing business rules and testing that the decision outcome matches expectations.

Centralized Deployment

This is a little more subtle.

We want the decision logic to execute in all those disparate systems: order entry, fulfillment process and billing system in our previous example.  And I saw many blueprints that drew a link from each one of those systems to an actual deployed decision service.  The links could have been loose bindings, but, more often than none, they were API calls in the J2EE fabric or .NET infrastructure.  Each system could get the same decisions made consistently by running the exact same piece of code for all of them.

Universal Decision Engine

In reality though, it is rare that businesses can afford to re-engineer all of your systems to fit in the same architecture.  Beautiful greenfield project…  But rare.

So how do businesses take advantage of centralized decisions?  They simply deploy the rules in the mode that is the most appropriate for the consuming applications.  It might mean that the same rules end up in different execution components.  Maybe your order entry is J2EE-based but your billing system is .NET.  Getting your inter-compatibility right may be more headache than you have appetite for.  The main driver is often performance: in order for your systems to run efficiently, you might need to balance the execution in local modules.  They may be part of the fabric, and load-balanced by your infrastructure, or not.

Universal Decision Repository

A little irony

This is where it gets odd.  In our terminology, we think and we speak of a centralized decision service, which is technically a deployment thing…  but we really mean a management thing…

 
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

data intelligence in healthcare
How Data Is Powering Real-Time Intelligence in Health Systems
Big Data Exclusive
intersection of data
The Intersection of Data and Empathy in Modern Support Careers
Big Data Exclusive
blockchain for ICOs
The Role of Blockchain in ICO Fundraising
Blockchain Exclusive
ai in business
How AI Helps Businesses Discover Specialized Niches
Exclusive Marketing

Stay Connected

1.2kFollowersLike
33.7kFollowersFollow
222FollowersPin

You Might also Like

5 Ways Cloud Has Revolutionized Business Success

6 Min Read
Image
Business Intelligence

Handling BI Modernization in Secure Environments

6 Min Read

What executives say…matters.

5 Min Read

Interactive Intelligence Doubles Down on Cloud Computing

9 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

giveaway chatbots
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive
data-driven web design
5 Great Tips for Using Data Analytics for Website UX
Big Data

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-25 SmartData Collective. All Rights Reserved.
Go to mobile version
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?