Jan 11, 2026
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Discover the 10 technology and delivery trends Business Analysts can’t ignore in 2026—plus the practical BA skills and templates to apply them in real projects (AI agents, governance, security, provenance, and outcome measurement).
Discover the 10 technology and delivery trends Business Analysts can’t ignore in 2026—plus the practical BA skills and templates to apply them in real projects (AI agen...
Business analysts turn ambiguity into shared understanding—clarifying real needs, shaping solution direction, and aligning stakeholders and delivery teams. This article explo...
2025 didn’t just bring new tools—it exposed weak habits. In this year-end recap, the author of Modern Analyst’s 2025 trends article reflects on what really happen...

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Natural Language Processing (NLP) is a branch of artificial intelligence that aims to allow machines to comprehend, interpret, and generate human language. It comprises developing algorithms and models capable of processing natural language input such as text, voice, and pictures in order to do activities traditionally performed by humans. Recent developments in machine learning technology, as well as the availability of large natural language datasets, have allowed NLP to make great strides in recent years. Quality checks, extraction, classification of requirements, requirements modeling, traceability of requirements, and retrieval are the six main areas of focus for NLP tools and studies. In this article, I discuss these advances in NLP for requirements engineering (RE). NLP for requirements engineering is a growing field of study, yet there is a disconnect between research findings and practice. This is because there aren’t enough high-quality data sources and domain-specific requirements sources. Despite this, scientific progress has been made in showing potential. The community of practitioners should collaborate with academics and tool suppliers to influence the direction of NPL for RE.

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Process Mining is a subject that has garnered a lot of attention over the past two to three years. Much of the noise has centred around the mergers and acquisitions in the vendor space, and contrary to what some write, it is still in its infancy when it comes to end user adoption.

Some academics and industry analysts suggest that Process Mining is a technique that replaces the need for traditional business and process analysis, but this is never likely to be the case. Instead Process Mining and its closely related cousin Task Mining, are complementary to traditional approaches, and should be thought of in the context of “and” rather than “or”.

For the past 30 or more years we have increasingly applied automation to processes, both with and without proper documentation. The result is that many of the processes we use, business decisions taken, rules applied, and customer journeys are now embedded or hidden within systems. This cloak of “invisibility” makes it practically impossible for us to apply traditional analysis techniques to discover and analyse these rules, processes decisions and journeys. 

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Business Analyst plays a pivotal role in enabling change but there are still ambiguities around, “What does a business analyst do? Aren’t they just here to capture the minutes and requirements?

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Recently, a friend of mine called me saying her son, who is studying in college, needed help on a very urgent basis. I agreed to help. He and his student group wanted to discuss answers to specific time management questions. They also wanted to know some industry tools or personal productivity tools one may use. Later they said that my answers were helpful to them. So let me share with you those questions and answers.

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"So what do you do?"... You are networking, or with family or new friends and someone is bound to ask. This has become a laborious question for so many Business Analysts. It often becomes the running joke and each BA eventually lands on some level of elevator pitch that leaves the curious onlooker befuddled and sidestepping to move into the next topic.  But why is explaining the job of a Bubsiness Analyst so tricky and what does that mean for the future of the BA discipline?

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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 designing ERP integrations (for AR/AP document flows), Business/System Analysts often face a range of “gotcha” questions — technical, architectural, and sometimes unexpected. Here are some of the real-world questions I ask clients during the API and ERP connector discovery phase: What’s the minimum required ERP v...
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...

 



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