Stop 12 · AI & Modern Product ManagementTopics · 6/7

AI Tools for PM Productivity

In short

AI can turn a two-hour first draft into twenty minutes. It can also produce confident rubbish with your name on it. The trick is knowing which tasks to hand over.

Using tools like ChatGPT, Claude, Notion AI or similar to speed up research synthesis, first-draft PRDs, meeting summaries and competitive research — a genuine leverage multiplier when used well.

The purple blob tastes food with a spoon next to a whistling pressure cooker.

Think of it like this

The pressure cooker

A pressure cooker makes dal in minutes instead of an hour. But it doesn't choose the recipe, and you still taste for salt before serving. AI tools speed up the cooking. Picking the dish and the final taste check stay with you.

Watch it happen

Sorting PM tasks by how much to trust AI

Meeting notes

PRD draft

Survey themes

Market numbers

Final decision

1/5Here are five common PM tasks. Let's sort them by how safely AI can help.

The big ideas

What you need to know

Drafts, not finals

Use AI for first versions of docs, emails and summaries. Then edit like it's an intern's work.

Verify facts

Any number, quote or claim needs a real source before it goes into a deck.

Follow data rules

Check your company's policy before pasting internal or customer data into any AI tool.

Keep your thinking

If AI writes every strategy doc, you stop practising judgment. Do the thinking, let AI do the typing.

Save yourself the pain

Common mistakes

Oops

Copying AI-generated market stats straight into a pitch.

Do this instead

Treat AI numbers as leads to verify, then cite a real report or your own data.

Oops

Sending AI-drafted messages without reading them.

Do this instead

Read every line. Your name is on it, not the tool's.

Your mission

Time an AI-assisted task

~30 min

Quick check

Which task is riskiest to fully hand over to an AI tool?

Go deeper

1Use an AI tool to summarize a long document or transcript and check its accuracy.
2Build a personal prompt library for recurring PM tasks (PRD drafts, user story generation).
3Learn where AI output still needs your judgment — strategy and prioritization, not just facts.