Jul 19, 2026
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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 decision wrong. This article introduces the AI Decision Contract, a practical Business Analysis artifact for defining a...
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...
Good software design does more than support the happy path—it helps prevent users from making mistakes and makes recovery easier when they do. This article shows how clear me...
Strategy often looks strong on paper, but execution can break down when goals are unclear, priorities drift, or teams interpret the work differently. This article explores how busi...

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The relationship between a business analyst and the stakeholders is one of the fundamentals to the journey of delivery. If the relationship is dysfunctional, the process of delivering the solution will be negatively impacted... Each one of us is blessed with a different personality that makes us unique. In the case of business analysts, personality plays an important role, thus making it a key to survival. Business analysts are adaptive survivors. It is imperative that every impacted stakeholder is engaged and collaborating. It's fundamental to a robust requirements analysis process. Having mentioned the need to bond with your stakeholders, let’s see what skills are needed to be a successful business analyst.

 

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Decisions are at the heart of every business transaction. That’s why it is crucial to make the right decision at the right moment in time. In high turnover environments this can be an issue, as new staff need constant monitoring as they ‘learn the ropes’. This can lead to a significant deficit in efficiency and customer satisfaction.

 

To counter this problem, we advocate what we call a ‘Decision-Centric Approach’, which is designed to address the business challenge by enabling innovative technology in those crucial ‘moments of truth’

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What do you put down in non-functional requirements when you are documenting requirements in your project? When we say non-functional we typically mean those requirements that are not related to functionality of the system, then what exactly are these and why do we need them.

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There are a small number of core concepts that can be said to embody the essence of an enterprise. This article asserts that one such concept is the business algorithm, the unique combination of business logic, algebra, and rules that is used by the enterprise to convert real world data and events into useful outcomes that benefit all stakeholders – giving rise to happy customers, prosperous proprietors, and fulfilled staff! ... The business algorithm is a unique and fundamentally important concept that no enterprise can function without. There are other aspects of the enterprise like brand or culture that may also claim to be ‘of the essence’, but the business algorithm is the only such concept that has a formal existence inside computer systems. The business algorithm is like the soul of the enterprise, uniquely defining the enterprise and giving it life via its systems. As such it has a unique claim to relevance as a first-order systems requirements artifact.

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Project statistics state that most project rework/failure is due to incomplete/improper/unclear requirements, hence the role the Business Analyst becomes even more critical as they shoulder a huge responsibility of eliciting and collaborating with the stakeholders to obtain clear, concise and complete requirements.  The elicitation and collaboration knowledge area focuses on drawing forth or receiving information from stakeholders and other sources by directly interacting with stakeholders, researching topics, experimenting or simply being handed information.

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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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