Agentic PM Workflows
IntermediateTemplate2 min
Use this when: You want to run a specific product management workflow with an AI agent — from start to finish with copy-pasteable prompts.
What's here
| Workflow | Description |
|---|---|
| PRD drafting | Draft a product requirements document from research inputs and stakeholder context |
| Backlog refinement | Refine, prioritize, and groom a backlog with agent-assisted analysis |
| Standup prep | Generate standup summaries and blockers from project data |
| Research synthesis | Synthesize user research, market data, and competitive intelligence into actionable insights |
| Stakeholder prep | Prepare for stakeholder meetings with briefing docs, talking points, and context summaries |
| Sprint reporting | Generate sprint reports, velocity charts, and iteration summaries |
How to use these
Each workflow includes:
- Context — when and why to use this workflow
- Inputs — what data the agent needs
- Steps — the agent workflow, with copy-pasteable prompts
- Outputs — what the agent produces
- Human review — what to check before using the output
Related
- Agent patterns — reusable patterns that these workflows build on (analyst, drafter, facilitator)
- Story writing — PRD drafting feeds story writing
- Iteration planning — sprint reporting feeds IPM
- Tools by job — tool recommendations for each type of work