Feb 08, 2026
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This article shows business analysts, systems analysts, and product managers how to build “trust into the UI” by writing practical provenance requirements for AI-enabled features. It introduces a simple Provenance Requirements Template that turns vague goals like “show sources&rdqu...
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...
In tech teams, the word “just” (“just add a field,” “just change a label,” “just add an exception”) is a warning sign—not beca...
This article shows BAs, systems analysts, and product managers how to turn vague AI “safety” statements into clear, testable requirements. It introduces a simple artifa...

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Someone recently asked me “What does a typical day for a Business Analyst look like?” and my response was that if you do find someone who can articulately answer that question, they are probably a very good Business Analyst to start with. No two days look the same in this profession. A person in this role must have many facets to their personality in order for them to be a confident and a strong Business Analyst. I really like the business analysis profession because there are multiple dimensions to the various roles we may be asked to fulfil.

Being a Business Analyst has largely shaped my career and it has also played a big part in shaping my personality. What’s it about this role that has the potential to make a professional grow into a strong and a confident character? The purpose of this article is to talk about these aspects and show how a Business Analyst can use these aspects to their advantage to not only become the best Business Analyst that they can be but also to be a strong and confident personality that will help them at any turn of life; professional or personal.

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Agile projects, due to the short cycles of delivery, require a collaborative team, substantial leadership support, and a robust, agile culture to be in place to be called as working and successful.

The two key pillars for a successful agile project are the product owner and the business analyst.

The product owner works almost like the director of a movie, envisioning the macro and micro-level details for the product. At the same time, the business analyst ensures smooth execution of the sprint and manages the epics and stories' details.

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Dynamic shifts in consumer behaviour prompted organizations to gain a deeper and faster understanding of their data to guide decision making and, in some sectors, accelerated digital transformations. In particular, IIBA has identified some key areas where business analysis has developed a critical voice in response to the rapidly changing landscape. That voice and the impact business analysis professionals will continue to provide will play an important role in helping organizations navigate trends, uncertainty, and opportunities in 2021.

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The intention of this article is to identify and specify the artifacts listed in the BABOK. These artifacts are listed within the Outputs section of the BABOK tasks. Outputs are described by a paragraph of text within each task. In this article I attempted to expand on these descriptions by adding detail to their content.

It is assumed that each activity produces a tangible output[2] which is consistent with the layout of the BABOK. Those outputs are classed as artifacts with attributes. Each artifact’s attribute description is taken from the element description of the tasks that output that artifact. The BABOK element descriptions provide guidelines for activity that produces the attribute, without necessarily defining the information contained in the attribute.That information has been derived from the element description.

Artifacts are derived from the BABOK Output sections. Artifact attributes are derived from the BABOK Element sections. A useful addition to the BABOK might be examples or templates of the outputs.

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Despite the lack of consensus on the definition of data science, many organizations already have a data science team. And even in companies without data scientists, sooner or later business analysts will join a software or process improvement initiative with a machine learning or AI component. When that happens, good understanding of what data science is (and isn’t) can make a big difference in a BA’s ability to create value.

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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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One of the most underrated skills for a business or system analyst in integration projects is knowing when to recommend a message queue — tools like RabbitMQ, Kafka, or Azure Service Bus. Let’s be honest: not every integration needs one. But when it does, queues can save your system from chaos. What Queues Actually Solve Messag...
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