Feb 22, 2026
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This article introduces a new model for risk management that is led by business analysts (BAs). This model builds upon traditional frameworks by incorporating user-centered design principles, predictive analytics, and continuous stakeholder feedback. Its purpose is to address the limitatio...
This article introduces a new model for risk management that is led by business analysts (BAs). This model builds upon traditional frameworks by incorporating user-center...
AI can generate requirements in seconds—but BAs know that’s not the same as getting a solution adopted, funded, and delivered without surprises. This article speaks dir...
This article shows business analysts, systems analysts, and product managers how to build “trust into the UI” by writing practical provenance requirements for AI-enable...

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First of all, any operating system or solution contains two types of requirements: functional and non-functional. The solution works as a clock, which requires each gear within the solution to be properly functioning. Based on the theory of constraints, any process throughput can only be improved when the constraint or bottleneck is resolved.

Therefore, no matter how fast the train can run and how many passengers it can carry in one trip (the functional requirements), as long as the NFRs are not met, the performance of the solution (subway system) can only be as good as the non-functional requirements.

Second, if NFRs are not considered during the business analysis process, it is very likely they were not part of the criteria for solution evaluation. Without consideration of NFRs, the proposed solution may not be evaluated accurately. What was thought to be the best solution may not be a suitable solution at all.

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Has society become so unimaginative in the products, services, organisations and societies that we choose to create? Have we started giving up on ‘inspiration’ and ‘excitement’ as values with the way in which we create schools, workplaces and organizational cultures? My personal belief is that Business Analysts are ideally and uniquely positioned by make an incredible and positive difference in the world.

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After some research, I was taken back with so many machine learning applications already in use: weather forecasting, medical diagnoses, law enforcement, and self-driving vehicles. Also, I did not realized that it was the advancements of big data and faster computing that allowed the break-thru of AI in our daily lives. Most of us, I believe, think that artificial intelligence is still science fiction. Not so! We as business analysts need to pursue AI education and recognize the many business opportunities opening up to all of us.

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Perhaps you’ve seen a sign at an auto repair shop that asked, “What do you want: good, fast, or cheap? Pick two.” While humorous, the sign is also wise: it acknowledges the reality of trade-offs. You generally cannot optimize every desired outcome of a given situation.  The notion of such a “triple constraint” or “iron triangle” appears throughout project management. The problem is that I have seen numerous representations of the triangle with various parameters on the triangle’s vertices—size, cost, time, or scope—and various assumptions made about what is being held constant, such as quality or functionality. I’ve also seen diagrams that show four project dimensions. So, in my view, the traditional “triple constraint” is wrong, although the concept of constraints and trade-offs is certainly valid.

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It’s important for business analysts to recognize that there is a significant amount of non-technical (i.e. business) detail associated with a system interface capability. The interface is either importing data that’s needed and available in electronic format from another system, or exporting data in electronic format when it’s needed by some other system or organization. The data is either needed in real time or can be processed as a batch job.

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Templates & Aides

Templates & AidesTemplates & Aides: find and share business analysis templates as well as other useful aides (cheat sheets, posters, reference guides) in our Templates & Aides repository.  Here are some examples:
* Requirements Template
* Use Case Template
* BPMN Cheat Sheet

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