Textbook

AI Native Business Analysis — The Textbook

The companion textbook for AIN 402: fourteen chapters plus capstone guide and glossary, with labs, worked examples, US and Bangladesh context and review questions.

—About This Book & Setup 1The Business Analyst Role in the AI EraWeek 1 2Elicitation with AI: Interviews, Workshops, Transcripts & SynthesisWeek 3 3Requirements Engineering with LLMs: Stories, Acceptance Criteria & TraceabilityWeek 10 4Process Modelling & Process MiningWeek 5 5Data Literacy, SQL & Text-to-SQL for AnalystsWeek 7 6BI & AI-Assisted Visualisation 7Decision Analysis & ForecastingWeek 8 8The Business Case for AI: Value, Cost & EvidenceWeek 9 9Stakeholders, Change Management & CommunicationWeek 2 10Evaluating AI Solutions: Vendor Selection, Golden Sets & UATWeek 13 11Agentic Workflows & Automation for AnalystsWeek 12 12Data Privacy, Ethics & AI Governance for AnalystsWeek 11 13Domain Context: Banking, MFS, Garments, Telecom, Government & US Sectors 14Career, Portfolio & Practice in AI-Native TeamsWeek 14 15Capstone Guide: Analyse an AI Opportunity End to EndWeek 15 16Glossary & Re-Verification Checklist