We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Standard processes, custom decisions
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 > Standard processes, custom decisions
Decision Management

Standard processes, custom decisions

JamesTaylor
JamesTaylor
4 Min Read
Standard processes, custom decisions
Illustration generated with FLUX.2 [klein 4B] via Cloudflare Workers AI.
SHARE

I gave a webinar on Smarter ERP with Decision Management and one of the tweets during the presentation – “Standard processes, custom decisions” prompted a few requests for more details. So, here goes.

When I talk to companies about their ERP implementations we often end up discussing the balance between standardization/globalization and flexibility/localization. These companies invested in an ERP system or other enterprise application in part (sometimes in large part) to get a standard system – standard data, standard processes, globally enforced. But when they come to implement it they find that local variations or product-specific exceptions undermine this attempt at standardization. They end up as one company said to me with a “worldwide standard process with hundreds of local exceptions”. This is far from idea as they know have to manage a much more complex process – the actual process has hundreds more elements than the original “simplified” process that was envisioned. This reduces agility, increases risk of errors and problems, reduces the ability of the various groups involved in the process to share and collaborate, and makes it harder to spot opportunities to improve the core process. Plus the process diagram is ugly.

In many of these cases, though, it is not the process that needs local exceptions but a decision within the process. Because the original process design did not explicitly identify the decisions within the process (they were probably pretty simple in the global version anyway), exceptions are seen as exceptions to the process. But if the decisions are called out, often the exceptions are clearly related to a decision. In a standard order to cash process with a “what is the customer discount?” decision might have local exceptions while in the supplier onboarding process the local variations might be in the “is this a complete, valid set of supplier data?” decision. In fact this last one was a concrete example I came across while writing the chapter on business rules and decision management for Applying Real-World BPM in an SAP Environment. This company found that if it externalized the decision that validated the supplier data as complete it could use a standard onboarding process (and a much simpler one) while still allowing different countries to have different tax IDs or company types for example. All the local variation was encapsulated as rules in the validation decision.

Of course this does not make the exceptions go away. But it does help you separate concerns – process in process management, decision in decision management – and use a technology ideally suited to handling lots of rules and figuring out the right ones to apply (a business rules management system).

More Read

Sticking vs Backsliding – It Is So Sad
Sticking vs Backsliding – It Is So Sad
Visual Logic and Business Rules: a Picture is worth 1,000 Words!
Decision Management versus Business Rules
How “Big Data” Is Protecting the Enterprise Against Growing Social Risk
Industry Exposé: Technology Vendors Skew Analysts and Influencers

Other relevant posts include this one on using business rules in stable business processes, this one on using decisions and decision management to simplify business processes and this webinar on simplifying processes with decision management.

@skemsley @intelligentform @alecsharp – that enough?

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Technical architecture diagram and decision framework for the trouble with ai that won’t leave a job unfinished
The Trouble With AI That Won’t Leave a Job Unfinished
Artificial Intelligence News
Technical architecture diagram and decision framework for ai-powered logo generation: design.com vs looka
AI-Powered Logo Generation: Design.com vs Looka
Artificial Intelligence Exclusive
Retailers Should Stop Treating Every Stockout as Equal -- AI-generated illustration
Retailers Should Stop Treating Every Stockout as Equal
Business Intelligence Exclusive
Best Vibe Coding Cleanup Specialists in the USA: Fix or Rebuild? -- AI-generated illustration
Best Vibe Coding Cleanup Specialists in the USA: Fix or Rebuild?
Development Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

GPU databases
AnalyticsBig DataBusiness IntelligenceComputingData ManagementData WarehousingDecision ManagementHardwareITMarketingPredictive Analytics

Two Ways GPU Databases Are Transforming the Retail Industry

4 Min Read
What to Look For When Choosing a Business Intelligence Solution
AnalyticsBusiness IntelligenceDecision ManagementExclusive

What to Look For When Choosing a Business Intelligence Solution

5 Min Read
Top BI Dashboard Design and Delivery Worst Practices
AnalyticsBest PracticesBusiness IntelligenceData ManagementData VisualizationDecision ManagementSoftware

Top BI Dashboard Design and Delivery Worst Practices

20 Min Read
Big Data Without Integration Is Broken
Big DataBusiness IntelligenceData QualityDecision ManagementIT

Big Data Without Integration Is Broken

7 Min Read

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

How To Get An Award Winning Giveaway Bot
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive
AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?