Build an automation opportunity scan for PM work

Automate the Boring, Keep the Judgment

PM work contains a predictable mix: judgment-heavy activities (interviews, strategy, stakeholder negotiation) and judgment-light activities (summaries, follow-ups, research synthesis, calendar triage). Automating the judgment-light half reclaims significant time without compromising decision quality. Reforge's AI adoption writing and The Pragmatic Engineer on workflow automation both make the same point: the highest-leverage automation is in recurring low-judgment tasks.

How the Build an automation opportunity scan for PM work Prompt Works

The prompt classifies activities into three judgment categories, identifies recurring candidates, scores on hours-saved × quality-risk ÷ effort, and picks the first three. The "task I'll keep manual despite savings" output is the wisdom check — some tasks are valuable because they're manual (e.g., handwritten thank-you notes, senior 1:1s).

When to Use It

• A PM is drowning in recurring low-judgment work.
• A team is scaling and needs individual productivity uplift.
• A new quarter is starting and capacity reclaim is a goal.
• A new AI PM wants to dogfood automation before recommending to team.
• Leadership is asking for visible PM productivity gains.

Common Pitfalls

• Automating judgment-heavy work. Automation of strategic judgment produces brittle outputs and erodes PM skill.
• Ignoring quality risk. High-savings automation with high quality risk is a net loss.
• No review cadence. Automated workflows drift. Schedule quarterly review.

Sources

• AI Adoption in Product Orgs — Reforge
• The Pragmatic Engineer Newsletter — Gergely Orosz
• Google re:Work — Google
• The Pragmatic Engineer — Gergely Orosz