Aug 23, 2026
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This article proposes five practitioner frameworks for specifying agentic systems: the Agentic Requirements Stack, the Autonomy Boundary Canvas, Tool Contract Specification, the Escalation and Handoff Matrix, and the Agentic Traceability Ledger. Each is illustrated through a running hypothetical cas...
This article proposes five practitioner frameworks for specifying agentic systems: the Agentic Requirements Stack, the Autonomy Boundary Canvas, Tool Contract Specification, the Es...
Have you ever wondered, what is a learning state? Or what connection does it have with peripheral vision? Have you ever tried to model excellence through role models? Can you remem...
User stories can describe what an AI agent should accomplish—but they rarely define how much authority it should have, when it must stop, or who is accountable when it gets a...

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The purpose of this article is to explore feature files. Feature files are documents that contain those Gherkin scenarios & requirements – they can be very useful to teams working on BDD projects. Feature files may be a key deliverable for BAs.  Feature files are where BAs store requirements & can create the bridge between requirements and automated tests (more on that later).

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Imagine that a business analyst has been assigned to write the requirements for a new system replacing the company’s legacy CRM (customer relationship management application).
After mapping out the as-is process at a high-level, the BA’s stress level starts to go up. “There are three complex modules in this system, and so many details about the as-is state that I still don’t understand! The legacy system barely has the original requirements documented, with plenty of change requests implemented later without proper documentation. How am I supposed to finish my deliverables on schedule and without mistakes given my limited knowledge of how the system being replaced works?”
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A BA walks into an elevator, is joined by an executive, and suddenly the executive asks the BA, “So, what are you working on these days?” (Sounds like the start of a joke ...)  Most business analysts, due to their project success focus, think of requirements management when questioned about their work. So the BA responds by describing the features of a business solution that the BA is currently working. The BA seldom mentions the associated business benefits with the work (i.e. why the work is vital to the business). Unfortunately, the BA ignores the first rule of conversation: know your audience. The executive asking the question is more likely to understand and be interested in the business value provided by the work, rather than the solution features.
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Agile Manifesto is a means to achieve the end objective through ‘best practices’ that crystallize into an approach that efficiently resolves the competitive stand-off. Thus the Manifesto is a subset of principles that provide a working framework to attain Agility. The following are high-impact Manifesto principles...
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Estimating is one of the most controversial subjects in project management. There are some people who have turned the subject into a cryptic science involving esoteric techniques. Estimating is simply the process used to determine the amount of effort and cost required to implement a project, in part or in full. It is important to acknowledge that...
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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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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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