Module 1: Foundations
The Agent Spectrum, the ReAct Loop, and LangChain abstractions. Build an agent from scratch in 50 lines.
Start Lesson 1 →Product Owner · Fintech · Builder of BA Assistant
AI tools that turn messy requirements into delivery-ready specs.
I'm a Product Owner with 12+ years across oil & gas, life sciences regulatory, and fintech. I build practical AI tools for BAs, POs, and product teams — structured specs, user stories, risks, and diagrams from raw input.
7
Live tools
3
AI agents in production
12+
Years fintech experience
Touseef Shaik
Product Owner · Fintech
01 — Flagship
BA Assistant — your AI copilot for requirement analysis.
Paste messy requirements. Five AI agents analyse them across requirements, backlog, architecture, risk, and diagrams — and hand back a delivery-ready document in under 60 seconds.
- ✓ Functional requirements, categorised
- ✓ Non-functional requirements
- ✓ User stories with acceptance criteria
- ✓ MoSCoW-prioritised features
- ✓ Architecture & integration patterns
- ✓ Risk matrix with mitigations
- ✓ Mermaid diagrams (flow, sequence, state)
- ✓ Export-ready Markdown report
You paste this
"We need a loan onboarding portal for our bank. Customers apply online with KYC verification, upload documents, and track their application status. Admin approval workflow, notifications at each stage."
↓ 60 seconds later
BA Assistant generates
- 12 functional requirements, categorised
- 5 non-functional requirements (security, scale, perf)
- 8 user stories with acceptance criteria
- Architecture: microservices + document DB + message queue
- 7 risks identified with mitigation strategies
- 3 Mermaid diagrams (flow, sequence, state)
02 — Deep Expertise Track
Learn how I built these agents.
12 lessons from single LLM call to multi-agent orchestration. Every lesson includes runnable Python code, ASCII diagrams, and the exact patterns behind my production apps. Free.
Module 2: Orchestration
Tool design, sequential pipelines, concurrent fan-out, and dynamic handoffs. All 5 orchestration patterns with code.
Start Lesson 4 →Modules 3 & 4: Advanced + Production
Group chat, magentic orchestration, evaluation, production guardrails, and a capstone project tying it all together.
Start Lesson 8 →04 — Writing
From the blog.
Practical articles on AI for BAs, product workflows, and lessons from 12+ years in fintech product delivery.
The Best AI Prompts for Business Analysts
Copy-paste AI prompts for requirements analysis, user story generation, acceptance criteria, risk assessment, and Mermaid diagrams.
How I Use AI as a Product Owner
Real daily AI workflows for BAs and Product Owners — from messy stakeholder input to structured deliverables.
Turn Messy Requirements into User Stories
A practical step-by-step framework for taking vague stakeholder input and turning it into clear user stories.
05 — About
Product Owner by day, builder by night.
I'm a Product Owner in fintech with 12+ years of experience turning complex business requirements into working software. I spend my days translating stakeholder needs into delivery-ready specs.
I build practical AI tools for BAs, PMs, Product Owners, and delivery teams — starting with BA Assistant, a 5-agent workflow that turns raw requirements into structured specs, user stories, risks, architecture notes, and diagrams in under a minute.
These tools come from real workflow pain: unclear requirements, slow documentation, repeated analysis, and manual handoffs. I believe the best tools come from people who live the problem — and I hope something here makes your work a little easier.
03 — Lab
More AI experiments.
Beyond BA Assistant, here are other tools I've shipped — some useful, some just fun.
BA Jira Agent
AI agent that turns approved user stories into properly formatted Jira tickets, ready to import into your backlog.
Live · Free to try
See Details →
Stock Research Assistant
AI-powered NSE/BSE equity research with 4-lens snapshot, 10-module deep research, and an institutional PDF report.
Live · Free to try
Try Free →
Sarvam Text to Speech
Generate natural streaming speech in 11 Indian languages with 7 voices. Free, powered by Sarvam AI.
Live · Free to try
Try Free →
Cast Relationship Graph
AI-powered cast relationship visualizer. Enter any movie or TV show and get an interactive Mermaid graph of character connections.
Live · Free to try
Try Free →
India Streaming Finder
Find which streaming platform has any movie in India — Netflix, Prime, Hotstar, and more. Powered by TMDb.
Live · Free to try
Try Free →
Whiteboard to Requirements
Upload a whiteboard sketch or process flow — AI extracts structured requirements, user stories, and Mermaid diagrams.
Live · Free to try
Try Free →
Ready to turn messy requirements into clear deliverables?
Try BA Assistant free. No credit card. Just paste your requirements and get a full report in under 60 seconds.
Start Free Analysis →