Generative AI use cases for requirement management

Requirement management is a critical process that is closely tied to project management. Imagine a product owner using an AI tool to analyze customer feedback, market trends, and stakeholder inputs. The AI tool could generate a comprehensive set of user stories and requirements, automatically categorize them, detect potential conflicts or gaps, and even suggest prioritization based on business value and implementation complexity. As the project progresses and requirements evolve, the AI can continuously update and refine the requirements to make sure that they remain aligned with changing business needs and technical constraints. This dynamic, AI-driven approach to requirement management helps make sure that development efforts remain tightly aligned with user needs and business goals throughout the project lifecycle.

The following table shows requirement management use cases that you can enhance with generative AI and the persona responsible for those use cases.

Use case	Persona
Create business requirements	Business analyst
Create epics from features	Product owner
Track the progress of an epic by monitoring the completion of its associated user stories	Product manager
Create user stories	Product owner
Estimate the effort required for each use story and assign story points	Scrum Master
Define acceptance criteria for each user story	Product owner