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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Integration requirements are critical for any Project’s success when Business Processes flow across multiple systems. As a Business Analyst it’s our responsibility to understand the end-to-end Business and Systems Process flow and document the hand off as part of the requirements gatherings process. A systematic approach to gather the requirements for integration between systems will ensure that there is a smooth interaction between the systems and hence the Business Process flow. The below Framework on Integration Requirements Analysis provides a systematic approach to document requirements for an Integration Project

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In all my years as a Consultant Business Analyst, having reached a level of proficiency, I have realised that being a business analyst is seldom about the hard skills. In fact, it is more about the soft skills and BAs who operate at that level are more impressive and effective in their job. Hard skills like documentation, requirements elicitation, process maps etc. are easily taught and acquired but the soft skills are developed with experience and the right attitude towards this role. Over time I feel the perception of the value of BAs has diluted and I blame those who have been superficial about performing this role. Those who think their role is just about the tangible artefacts like the business requirements document, process maps, business case, etc. Those who think they are here to deliver a project and nothing else. Those who think the BA’s job is to take orders and execute. But the fact is that the role of a BA is a lot more subtle than one thinks. There is a much broader aspect to this role, which is often forgotten, and we get caught in deliverables and artefacts.

Let’s look at some aspects of this role, which are common knowledge and broaden our perspective of that. When the mindset of the Business Analyst changes to the bigger picture and to the more delicate facets to this role, you perform much better as a business analyst and are a more reliable and thus a desirable professional for companies.

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My experience taught me that the Scrum process framework is not the complete story. Scrum does not identify roles for the business analyst, system architect, tester, UI designer or deployment engineers. Instead, the work normally performed by these roles is performed by the development team or the product owner. It is possible that the Scrum development team includes people with all of these skills, but the problem is that all the development team work is performed within a sprint cycle. The only activity that Scrum identifies outside a sprint cycle is maintenance of a product backlog (and even then it is not documented as an activity in the Scrum framework).

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Ever wondered how to write foolproof acceptance criteria? Or even wondered what a business analyst can do to ensure that requirements are testable? Acceptance criteria define the minimum requirements the solution must meet. A business analyst plays a key role in defining the tests around it. The acceptance tests can be at various levels of requirements detail. Starting from high-level requirements to detailed requirements. Let’s take a look at common challenges involved in this part of the world, along with a few ideas to overcome those.

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For the past year the COVID-19 virus has forced us to limit our exposure to the outside world. This virus has given us a need to find a home activity to entertain ourselves and our families. One of the activities I have pursued is assembling jigsaw puzzles. As you may know, a jigsaw puzzle is a challenge in assembling picture pieces into a single image. They come in various shapes and sizes. After doing a number of these puzzles, I noticed the similarity between this fun activity and executing a project.

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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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