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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There are several technological or stakeholder needs that are not officially listed but are of importance. Business analysts must identify the conditions necessary to access pertinent data; this is where elicitation techniques come into play.  Elicitation is the foundation of every project because it puts the project's requirements under the light. If elicitation is done wrong would lead to major failure and abandonment. Therefore, the elicitation process requires appropriate study and planning to prevent the likelihood of fatal errors impeding a project. But the question here is how can a business analyst gather requirements. In this article, we tell you the best elicitation techniques to collect information efficiently.

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As a general-use technology, artificial intelligence (AI) is being likened to the steam engine and its effects on the economy in the 17th century. As a result, it is generally agreed that AI and its applications have the potential to significantly alter entire industries through the disruption of value creation and the impact of business models and organizations through a number of mechanisms, such as the redistribution of decision-making authority. Artificial intelligence is changing the nature of work and the workplace as a whole through its integration into processes and activities. Developing a more in-depth comprehension of the consequences and implications for future companies and professions is essential for a new technology like AI. AI is transforming the way we produce software in general, from enhancing code quality to shortening the time required for repetitive chores like debugging and testing. The many advantages brought to the table by artificial intelligence would help engineers become more productive and efficient, thereby revolutionizing the software development process. It is relevant and important to not only investigate how AI might improve process productivity and efficiency but also to take the first steps toward understanding how to adopt a technology that is here to stay. Some of the potential AIs tools we may consider are ChatGPT, Copilot, and TabNine. ChatGPT is a chatbot powered by a big language model. It makes use of an AI designed to have in-depth conversations with humans in order to provide solutions to complicated problems. Its capacity to have natural-sounding conversations and respond in ways that make it seem human is quite astonishing. Copilot or “AI pair programmer” is a language-agnostic AI that can provide coding ideas through natural language questions, having been trained on billions of lines of code. TabNine is an artificial intelligence code completion helper to get extended snippet ideas and focused line code completions. TabNine reuses an organization’s common coding patterns to reduce unnecessary developer toil.

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Maintaining a competitive edge and providing a positive user experience in the rapidly developing field of UI/UX or user interface and user experience design necessitates that organizations keep up with the newest trends. As we move into the year 2023, it will be increasingly important for businesses to innovate and adapt to maximize customer satisfaction and conversion rates.

A community prototype tool for UI/UX designers could command such a hefty premium. The UI/UX design field has matured into an integral part of modern businesses. Major advancements in accessibility, augmented reality, and design will be among the top UI UX developments in 2023.

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Critical manufacturing systems need reliability more than ever. When systems fail, the consequences can be disastrous — from financial losses and injuries to loss of life.

That is why reliability techniques for analyzing fault tolerance are essential. With so many reliability techniques available, it can be difficult to determine which one is best suited for your needs.

In this article, we'll examine five different reliability techniques, each with its benefits and shortfalls. Let's explore these techniques to improve your understanding of fault tolerance analysis.

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In the new age of generative AI and its deeply statistical approach, it’s time for a major rethink of rules, and the many things they do for us. After all, we remain human, and we will always live and work in communities and groups of people. The first thing you find is that wrapped up in rules is important knowledge that can be passed on to others’ advantage, not least of which is to avoid risks. This discussion enumerates all the reasons for rules, not the least of which are fixing data quality and developing better requirements. Are rules front and center in your approach? They should be!

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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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