Oct 18, 2026
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Why do project teams treat outdated business rules as untouchable while cutting the testing time they actually need? Too often, their constraints are upside down. Discover a practical way to separate genuine limits from organizational decisions and inherited habits—and learn which questions bu...
Why do project teams treat outdated business rules as untouchable while cutting the testing time they actually need? Too often, their constraints are upside down. Discover a practi...
Tired of rebuilding the same dashboard every time a stakeholder asks for another variation? The problem may not be your reporting tools—it may be how requirements are gathere...
What happens when well-written requirements are handed directly to AI to generate working software? This experience report explores the lessons learned from using AI for code gener...

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When it comes to Predictive Analytics, several algorithms can allow you to use the available data by constructing a prediction model. Previously, we looked at a few algorithms designed to calculate probability. Another popular predictive analytics and AI algorithm is a Decision Tree known as C4.5.
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Sometimes I find it difficult to explore new pieces of work in a structured way. When given a new challenge / piece of work it’s easy to jump straight into a solution. However as BAs we first need to understand the problem area better.

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As more organizations move toward agility, development and project management teams still struggling to define a common language and standard regarding the agile framework. In addition, many organizations that are implementing agile approaches have not fully planned the transition and are still unclear on how to fully optimize the approach. One area that continues to remain vague is the role of the business analyst (BA). Below are some steps to help business analysts navigate their way through the transition to agile and add the most value to their agile teams.

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Surely facilitation is an important part of a business analyst’s job, but it is far from the only part. Analysis in itself should always form the core of a business analyst’s responsibilities.  We are called ‘analysts’ for a reason! Facilitating information gathering and translating it to ‘requirements’ doesn’t make you an ‘analyst’. Go above and beyond, and add value by ‘reasoning backwards’ and ‘reasoning analytically’.

 

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One of the Sidebars to the Business Agility Manifesto introduces the notion of Reconfiguration Agility. It’s a fundamental capability your organization needs in the Knowledge Age. What’s it about?  In the big scheme of things, you have two basic choices for conceiving, and ultimately implementing, business capabilities: procedural or declarative. They are fundamentally different.  Traditionally, the vast majority of business systems have been modeled and constructed on a largely procedural basis – virtually all things tied together step-by-step in processes. Unfortunately, that procedural approach simply doesn’t scale.

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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

The Shift Toward Intelligence‑Driven Insurance Operations AI‑powered process improvement is rapidly reshaping the insurance industry, equipping Business Analysts with a new and powerful toolkit to address long‑standing inefficiencies across claims, underwriting, policy administration, and customer servicing. Insurance operations are traditionall...
Business analysis work has become faster and more efficient over the past few years. Requirements are documented more quickly, discussions are summarized sooner, and solution options are produced earlier in the delivery cycle than ever before. Yet many Agile and product teams are discovering an unexpected truth: as delivery accelerates, the importa...
In a competitive and rapidly evolving financial landscape, understanding member needs is vital to maintaining strong relationships and delivering meaningful value. Yet for many institutions, especially those with legacy processes, collecting structured member feedback can be surprisingly underdeveloped. This was the case at the Federal Home Loan Ba...

 



 




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