Vincent Mirabelli
Free Lesson

Build Prompt Workflows for Your Requirements Lifecycle

45 min
Nov 25, 2026 11:00 AM

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What you'll learn

Build a 3-Stage Prompt Pipeline

Structurally separate context ingestion, business rule extraction, and schema output to prevent AI hallucinations.

Enforce Zero-Assumption Guardrails

Implement explicit prompt rules that force LLMs to flag ambiguities instead of making up missing business logic.

Generate Schema-Bound Deliverables

Lock outputs into Gherkin acceptance criteria (Given-When-Then), edge-cases, and clean requirement traceability tables.

Identify Scope Gaps Automatically

Isolate conflicting stakeholder demands during elicitation before work reaches engineering.

Why this topic matters

Stop using AI as a basic grammar checker. Learn how to map your elicitation pipeline into structured prompt workflows that turn raw stakeholder notes into production-ready requirements and user stories in under 20 minutes.

You'll learn from

Vincent Mirabelli

Vincent Mirabelli

Business analysis & transformation leader and coach; educator to 400k+ learners

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