![Top 6 Business Process Modeling Mistakes](data:image/png;base64,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)
There are many examples of very good business process models out there.
They can be found in academic sources, online, tutorials, and product demonstrations. However, in the real world …
Too many business process models fall short of expectations.
Despite significant investments of time and well-intended stakeholder effort, many business process models still end up being not very useful for their intended purposes. Too many do not reflect the business accurately enough to be useful, do not have sufficient key stakeholders’ buy-in for real decision making, or do not include the kinds of process information that the model’s readers are looking for. Some even confuse their readers with complex or incongruous graphical notation.
Root Cause
None of these types of complaints should be blamed on environmental or project constraints like modeling tools at hand, the knowledge or capabilities of business subject matter experts who may participate in the model’s development, or even time and effort constraints. Projects are by definition unique temporary endeavours. While these ever-present variables influence or constrain any process modeling activity, a competent business analyst or process analyst is capable of working with or around them.
The root cause of a business process model that does not fit the bill is a business analyst’s or process analyst’s own competence for producing the model while navigating through the typical project dynamics.
If producing a high quality business process model is not key to your role or your project, then you don’t really need a high level of process modeling competence. Leave that up to the project’s business analyst. But if it is, then you should be expected to bring a high level of process modeling competence to the table so that you can facilitate and achieve a model that is fit for its project’s intended purpose.
The Top 6 Business Process Modeling Mistakes
1. Undefined Process Modeling Approach
2. Unclear Model Purpose
3. Not Asking the Right Questions
4. Weak Process and Activity Definition
5. Insufficient Key Stakeholder Participation
6. Insufficient Model Validation
Business analysts and process analysts who prepare business process models using ad-hoc methods, or who rely on past experience, are prone to making these mistakes. They may then suffer through related process model quality complaints.
How to Avoid the Top 6 (and most other) Process Modeling Mistakes
Here are the 6 skills or behaviours that demonstrate a high level of business process modeling competence. They will enable you to steer clear of the most common business process modeling mistakes:
1. Have a defined process modeling approach
Like other types of analysis, process modeling is a journey of discovery. As a competent business analyst, it’s up to you to identify the modeling activities you will perform to lead or facilitate your process model’s journey of discovery. If you don’t already have one, then you should adopt and practice a defined process modeling approach.
2. Establish a clear mission for each model
Process models are typically products of business process improvement/management or information technology projects and all projects are by definition unique, temporary endeavours. As a competent business analyst, you deliberately identify the purpose of the process model within your project’s lifecycle and other key mission parameters. You use clear mission parameters to guide your process model elicitation and validation activities.
3. Know what questions you will ask
It’s not nearly as important to ask a lot of questions as it is to ask the right questions. You should know what few, but key, questions you will doggedly elicit the answers to as you are eliciting your process model’s content. You should understand why you need to ask and answer those questions. You should be able to prepare and communicate your elicitation agenda in advance of engaging key stakeholders in events like workshops or interviews.
4. Know how to unambiguously identify, normalise and define all processes and activities
You are able to consistently perceive business processes at any scale and degree of abstraction. You should also know how to normalise any candidate process and once normalised write an unambiguous definition. Further, you understand and have a process definition framework that reflects how today’s network enabled business processes work. You are able to perceive processes as assemblies of activities that are initiated by business events and deliver outcomes. This understanding leads you to define processes and activities that lend themselves as reusable services and you are able to explain why. In this way, you walk the service oriented architecture talk.
5. Know who, when and how you will engage key stakeholders
You identify your process model’s key stakeholders. You are clear and deliberate about when and how you engage them in process model elicitation and validation activities. You know how to deliberately engage key stakeholders in the elicitation of the model’s content. You engage key stakeholders in model reviews and resolve their feedback before completing your process models. As a result, you are virtually guaranteed to have your models accepted by the business.
6. Know how you will validate your model’s quality
You know how to identify the most important quality factors for your model. You know how you will measure them. You know what questions to ask, and who to ask, to ensure the important quality factors are sufficiently present in your completed model.
Establish or Improve Your Process Modeling Competence
The Universal Process Modeling Procedure is a step-by-step guide for producing a business process model that will meet its project’s intended purpose. It guides a business analyst or process analyst to establish a clear mission for every process model. It provides you clear elicitation agendas so that you can be asking the right questions at the right times in your model’s development. It tells you what to look for and how to accurately and unambiguously identify, normalise and define any business process and/or activity. It includes a validation step with comprehensive and tailorable process model quality criteria. It informs you about key process model stakeholders and how to engage them in the model’s development. It also includes reusable BPMN modeling patterns for the most common types of process model refinements.
Author Bio: Edmund Metera
Ed firmly believes that the keys to delivering successful projects are not only expert project management and business analysis competencies, but also tailoring methods and techniques to suit the unique technologies, constraints and opportunities at hand. That philosophy is loud and clear in Ed's recent book: Universal Process Modeling Procedure: The Practical Guide to High-Quality Business Process Models Using BPMN (Amazon). Ed has taught and mentored project managers and business analysts in best practices for professional organizations such as PMI, IIBA and CMMI. Ed teaches IIBA-registered business analysis courses and is an advisor to the Northern Alberta Institute of Technology's Corporate and International Training department’s Business Analysis Certificate Program. Ed is also the founder of www.ProcessModelingAdvisor.com.