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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Everyone’s crazy busy when you’re launching a new project, and taking the time to study existing bodies of knowledge doesn’t seem like real work. However, “doing nothing” while you examine the lessons of the past is a high-yield investment in your own future. An overconfident project manager, in contrast, will rely solely on personal experience, memories, and the team members’ intelligence and experience to weather any crisis and master any challenge. Hubris, arrogance, and cockiness aren’t solid foundations for project success.
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As the pandemic continues to upend life around the world, data, big and small, takes a central role in mobilizing the right efforts to prevent a much greater calamity. And as people and organizations face unprecedented hardships, business analysts, data scientists, and data analysts are going to be integral to the solution. We have the skills that the world is counting on to arm our leaders with the best possible information as they are tasked with making immediate choices, allocating resources, and anticipating the next obstacles to overcome.

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Visual analysis models provide a powerful set of tools that let business analysts depict system information at various levels of abstraction. These models serve as an aid to understanding, as well as an aid to communicating. Alas, I fear that modeling is somewhat of a neglected practice. I believe modeling is an essential skill every BA should master. Here’s why.

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Knowing how your users behave and how they rate user experience is important, but it is very hard to learn that without various UX metrics and tools. The quality of user experience is a complex matter; you cannot use one tool to measure the whole experience, as it is built from several smaller components.

Understanding your users’ attitudes and behaviors on your site is key for providing a better user experience. There are many tools and metrics out there and most of them are data-driven. That means that collecting and analyzing data from your site has never been more important than it is today.

In this article, we will take a look at how you can measure user experience on your site, and why is it so important. Also, we will share some of the tools that you can use to measure it, and what you can measure.

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First of all, any operating system or solution contains two types of requirements: functional and non-functional. The solution works as a clock, which requires each gear within the solution to be properly functioning. Based on the theory of constraints, any process throughput can only be improved when the constraint or bottleneck is resolved.

Therefore, no matter how fast the train can run and how many passengers it can carry in one trip (the functional requirements), as long as the NFRs are not met, the performance of the solution (subway system) can only be as good as the non-functional requirements.

Second, if NFRs are not considered during the business analysis process, it is very likely they were not part of the criteria for solution evaluation. Without consideration of NFRs, the proposed solution may not be evaluated accurately. What was thought to be the best solution may not be a suitable solution at all.

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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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