The Blog

Practical articles on AI for BAs, Product Owner workflows, requirements engineering, user stories, and lessons from 12+ years in fintech product delivery.

All AI for BAs Product Owner Workflows Requirements Engineering User Stories & PRDs AI Tools I'm Building Fintech Product Lessons Behind the Build
AI for Business Analysts

How I Use AI as a Product Owner

Real workflows I use daily to turn stakeholder conversations into structured deliverables — from intake to documentation to diagrams.

Requirements Engineering

How to Turn Messy Requirements into User Stories

A practical framework for moving from vague, unstructured input to clear, actionable backlog items with acceptance criteria.

AI for Business Analysts

The Best AI Prompts for Business Analysts

Copy-paste prompts that save hours on documentation, analysis, diagramming, and stakeholder communication.

Requirements Engineering

Functional vs Non-Functional Requirements: Practical Examples

Stop confusing the two. Real examples from fintech and enterprise projects that make the distinction crystal clear.

📝 Coming soon
Behind the Build

How BA Assistant Works Behind the Scenes

A deep dive into the 5-agent architecture, tech stack, running costs, and design decisions behind the tool.

📝 Coming soon
AI Tools I'm Building

How to Generate Mermaid Diagrams from Requirements

Stop drawing diagrams manually. Auto-generate flowcharts, sequence diagrams, and state charts from natural language.

📝 Coming soon
Product Owner Workflows

Why Most Requirement Documents Fail

The common pitfalls that turn requirements docs into shelf-ware — and how to fix them with structure, process, and AI.

📝 Coming soon
Product Owner Workflows

A Product Owner's Guide to AI-Assisted Documentation

Practical AI workflows for specs, PRDs, acceptance criteria, risk logs, stakeholder updates, and diagramming.

📝 Coming soon
User Stories & PRDs

How to Write Better Acceptance Criteria with AI

Move from vague "should work" criteria to precise, testable Given-When-Then scenarios — assisted by AI.

📝 Coming soon
Fintech Product Lessons

My 12-Year Journey from Product Delivery to AI Tools

What a decade-plus in fintech product delivery taught me about requirements, documentation, and building practical AI tools.

📝 Coming soon