Dec 14, 2025
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“Let’s add AI” is not a requirement. It’s a vague wish that can turn into a costly prototype, a security headache, or an embarrassing production incident if the basics aren’t defined up front.  Business Analysts are in the best position to prevent that outcome...
“Let’s add AI” is not a requirement. It’s a vague wish that can turn into a costly prototype, a security headache, or an embarrassing production incident if...
An inflection point. A forcing function. A once-per-civilization opportunity to prove that human judgment, contextual understanding, and adaptive intelligence remain indispensable ...
This article describes using a Requirements-Friendly Data Dictionary (RFDD) as an alternative to representing a software solution’s data-related requirements as User Stories,...

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Recent years have brought a stream of exciting developments in the field of Business Process Management (BPM). The maturation of advanced analytics and AI technology have given way to a new approach to BPM called Augmented BPM. This article explores the trends driving the emergence of Augmented BPM and how organizations can start benefitting from these trends.

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Knowledge isn’t like other commodities. If I have three dollars and give you one of them, now I have only two dollars. Money is zero-sum in the sense that I must lose some of it for you to gain something in this transaction. In contrast, if I give you some of my knowledge, I still possess all the knowledge myself. I can share it with other people, as can you. Everyone touched by this expanding circle of knowledge benefits.  Everyone has something to teach—and to learn. You don’t need to be the world’s expert on some topic to be helpful. You just need some useful block of knowledge and the willingness to share it. In the world of technology, if you’re one week ahead of the next person in some area, you’re a wizard. Someone else will doubtless be ahead of you in other areas, so take advantage of their trailblazing. People in a healthy learning culture share what they know and also acknowledge that someone else might know a better way.

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One of the most empowering aspects of the agile mindset is that fact that agile teams are generally self-organized verses the traditional command and control protocols of traditional project management. While there are several benefits to self-organizing teams, it can lead to failure if the team misses some key planning aspects during team formation. Agile chartering is key to executing successful agile initiatives. In general, agile charters consist of the project charter and a team charter. The project charter defines the project vision and objectives, while the team charter establishes how the team will work together and how they can incorporate agile values as the team collaborates. A team charter is especially critical when organizations are new to the process of incorporating agile frameworks into the organization as it will facilitate knowledge transfer and identify key learning opportunities. With that said, here are some key reasons agile teams need team charters.

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Business knowledge is simply knowing your business—its facets, strengths, weaknesses, competition, challenges, positioning within the market, and readily available solutions to its daily problems. Strong business knowledge should inform everything you do.  So, what you learn and hear in discovery should be filtered through your business knowledge. What you define in your requirements should also be informed by your business knowledge. As one business analysis writer puts it, “I’ve always been of the opinion that I’d like to know as much as I can about whatever I can because you never know when something you learned may come in handy.”[2] The following four areas are the ones, specifically, according to BABOK, that you’ll want to apply yourself to.

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The quality of any data analysis created to inform business decisions will ultimately be constrained by the quality of the underlying data. If the data is faulty, then the analysis will be faulty too. This is why data wrangling–the transformation of raw data into a format that is appropriate for use–has become such a ubiquitous task in most organizations. Unfortunately, the significance of data wrangling is still often overlooked. And this is where data-savvy business analysts can help save the day.

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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

Community Blog - Latest Posts

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...
When building integrations between systems, one of the first architectural choices you’ll face is how to align data between them. Two main approaches dominate this conversation: direct field mapping and the canonical data model. Let’s break them down. Field Mapping: Simple but Fragile Field mapping means you connect each field f...
System Analysts who work with integration processes should formulate user stories in a way that diverges from the traditional structure. This is primarily due to the need for a more technical and structured description, which allows for the inclusion of integration-specific details. The user story might need to specify exactly what kind of data ...

 



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