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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Business Analysis is an ever-growing profession. However, with the glitz and glamor comes  some not so shiny aspects of being a business analyst.   Listing few challenges which I have personally faced...
 

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DevOps emphasizes rapid development, continuous integration, and automation, which presents a unique challenge in terms of aligning it with the often more structured and linear process of requirements gathering and documentation. This article discuss this tension between two paradigms and how to harmonize them. In this article, we explore the challenges of harmonizing traditional requirements engineering practices with the dynamic nature of DevOps. By embracing open collaboration, continuous feedback, adaptability, and traceability, DevOps teams can navigate these challenges and pave the way for seamless integration. In the context of DevOps, requirements cannot be static artifacts; they become living entities that evolve in tandem with the software. This article is a reflection on the challenges of integrating RE in DevOps and an exploration of avenues to achieve seamless integration.

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Artificial Intelligence is no more a buzzword, and it has been making waves in the tech industry. We are experiencing AI in our day-to-day life in the form of chatbots, Voice assistants in serving customers' requests, forecasting market trends, detecting possible future ailments, and much more. In recent years, businesses have begun adopting AI to improve their operations and gain a competitive edge. But what does this mean for business analysts and BA jobs? With the rise of AI, will Business Analysts become obsolete, or will it create new opportunities? Let's dive into how artificial intelligence affects business analysis and explore what the future holds for those in this field.

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Our world of communities and groups of people is highly complex. Interactions are fraught with risks. Our technologies (including automobiles and AI) make it only more so. We need real-time, on-the-spot help to guide us through complex activity safely and productively for just about everything we do these days. Actually, we have no choice. Complexity is here to stay. Read how an altogether new view of rules makes a world of difference.

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There are many reasons professionals like yourself want to pursue certifications. Certifications offer several benefits and advantages that can help you advance your career and reach your personal and professional goals. Understanding WHY you want to pursue a professional certification is key. There are some professionals who have certifications but cannot successfully demonstrate the concepts learned in the course or program. This then makes you wonder what was the reasoning behind obtaining the certification in the first place. 

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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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