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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As business analysts, it's our primary responsibility to bring clarity to requirements communication. Unfortunately, many words spoken by our stakeholders can be ambiguous. Not understanding these words in their proper context or without adequate information can lead to situations where different stakeholders can have a different understanding of the same word.

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The integration of AI into requirements management signals a transformative juncture, promising heightened efficiency, insightful perspectives, and streamlined processes. While challenges persist, a methodical approach to AI implementation offers a pathway to reaping these benefits. Organizations poised to embrace AI stand to elevate their requirements management processes, fostering superior project outcomes and innovation-driven success.

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My single most important recommendation to anyone considering the use of outside consultants is simple: Get everything in writing! Clearly define the work assignment, get a signed agreement spelling out the terms of the assignment, and demand regular status reports.

I am always amazed how companies give consulting firms carte blanche to perform project work as they see fit. Abdicating total control to a consultant is not only irresponsible, it is highly suspicious and may represent collusion and kickbacks.

There is nothing magical in managing consultants. It requires nothing more than simple planning, organization, and control. If you are not willing to do this, then do not be surprised with the results produced. Failure to manage a consultant properly or to adequately inspect work in progress will produce inadequate results. So, do yourself (and your company) a favor, do your homework and create a win-win scenario for both the consultant and yourself.

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As a business analyst, navigating groupthink is essential for delivering valuable insights and driving successful projects. By fostering a culture of inclusivity, promoting diverse perspectives, and encouraging critical thinking, business analysts can overcome the challenges of groupthink. Remember, effective negotiation of groupthink empowers teams to make informed decisions, enhances problem-solving capabilities, and ultimately contributes to improved project outcomes. Embrace these strategies, and you'll be well-equipped to lead your team towards successful and innovative solutions.

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This is no different from the technology dilemma that many BAs find themselves in as they work to advance their BA career. There is no way you can learn everything at one time, but you can take gradual steps to continue to advance your skills.  So don't fear, I am here with some tips on how to approach this dilemma and lessen some of that overwhelm that plaques business analyst. And I truly believe the reason this is a stress is because you want to stay relevant in the field of business analysis if you are currently in a BA role or working to obtain a BA role.

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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

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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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