May 17, 2026
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AI will not replace the Business Analyst role, but it can become a powerful companion for improving speed, structure, and quality in business analysis work. The article explains the gap between the ideal requirements process and the messy reality of stakeholder delays, scattered knowledge, unclear c...
AI will not replace the Business Analyst role, but it can become a powerful companion for improving speed, structure, and quality in business analysis work. The article explains th...
The EU AI Act creates new rules for how organizations use AI, especially in regulated industries like healthcare, finance, transportation, and critical infrastructure. The article ...
As AI tools make it easier for anyone to produce polished-looking requirements, user stories, and process diagrams, the value of proven business analysis expertise is increasing. T...

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Learning about mental models and how to apply them to their work is one of the best investments for business analysts interested in achieving the level of deep thinking that leads to better outcomes for their projects and organizations.  There is incredible power in using inversion at the outset of a project to imagine ourselves in a future where the solution has not only been delivered, but is in the hands of end-users to get their job done. Rather than simply going through the typical project phases in forward motion, we can then look backward and gain additional perspective into what might go wrong so that preventive steps can be taken to avoid those bad outcomes.

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Several years ago I was looking for examples using the generalization / specialization technique with use cases. They are not easier to find. And they are typically limited to a use case diagram like the two below. This article provides examples of both the diagrams and the scenarios for a future gas station business.

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Have you heard of agile business analyst? Does this even make sense? Agile is to move quickly. How can a business analyst move quickly when (s)he is loaded with effort of understanding the scope, collecting, analyzing, and defining requirements, convincing and negotiating with stakeholders, make a technical team understand the requirements and ensure delivery as committed?
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In Part 1 of this series John Seddon argued that Agile, as practiced, is bereft of knowledge, hence its ubiquitous failure. Here he argues that ‘get knowledge’ is the starting-place for effective change.

Part 2: Knowledge: the prerequisite for profound change

It may seem heretical to suggest that we make change without knowledge, but, as Deming pointed out, experience is not equivalent to knowledge; you can spend 20 years in an organisation without knowing how to change it for the better. Leaders, clients and stakeholders describe requirements or problems to solve on the basis of their current world view, governed by information from their current control systems, but what if their world view is flawed? What if there are bigger and different problems to solve?

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Five S can be applied in any work environment and prepares a work area for a follow-on Lean process improvement effort. In this case, 5S prepares my garage for Lean process improvement in doing home activities like automobile maintenance, appliance repair, and hobbies like gardening and woodworking. But, remember the preparation benefit is only realized if 5S is sustained. As I said I am the worst (ugly) in keeping the “new world order” in my garage.

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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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