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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It is strange how something that is supposed to be simple is actually so complex.  Something that is supposed to be a matter of linear career progression can actually end up in a state of a continuous loop, with no way of terminating such a loop.  A point of stagnation and frustration. This is a quandary facing many intermediate business analysts. They do not know how to shift gears and move one notch up and be senior business analysts - who play a strategic role in helping their business stakeholders bring their strategies to life through the right initiatives.

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Good news is that the adoption of an agile approach is increasing with more and more projects being successful. As a business analyst / project management professional, it is important to understand how success is measured for Agile projects? What are the key performance indicators and metrics?

In this article, I am going to list down the top metrics for measuring the success of Agile projects/approaches.

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The majority of IT business analysts spend their careers in “reactive mode”. They are assigned to tasks like define the requirements for a new partner loyalty program, create user stories for an enhancement to a billing system, and go about delivering their artifacts.

Data-inspired analysts are those analysts who make a conscious decision to “go upstream” and find data to help their organizations identify the areas of value creation with the highest return on investment before jumping into “solution mode”.

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An agile organization is characterized by having a comprehensive portfolio of optimized business process and business capability maps grouped by their role in value creation for the customers and support of the business strategy.  These maps are linked to all the other disciplines such as finance, governance, resource management, talent management, and customer experience.   Thus, Corporate IP can be securely delivered to the point of need. 

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I spent a lot of time in the past half-century doing software work: requirements, design, user experience, programming, testing, project management, writing documentation, process improvement leadership, writing 7 books and many articles, consulting, and training. Sure, there were some side trips along the way,.... But basically I’m a software guy. Over all that time, I’ve accumulated numerous insights about the software business. Here I offer 66 of those lessons. Perhaps you’ll find them as helpful as I have.

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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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