Encouraging a Product Management Team to use AI

You’ve likely seen countless articles on why AI is transformative, and you’ve read about the various and sundry LLMs that are out there.

This article takes a different approach: how do you actually get your product management team to consistently use AI to help level up your team?

While I don’t claim to have cracked this nut entirely, it is something that I’ve worked on, and thought it would be helpful to share with other product people interested in bringing AI to their teams.

The process has looked something like this:

Make sure you understand your company’s policies around LLM/AI usage

  • This likely incorporates details around data security, such as not including PII even in secured paid accounts, and nothing company-specific in any free LLMs

Get access to any paid AI accounts available at your company, and start using the AI(s) yourself

  • You have to understand the possibilities yourself first

Add a few eager early adopters to the AIs and encourage their usage

  • Ensure they understand the company LLM//AI policy before they dive in

After a few weeks of this, bring the team together:

  • Have them read a relevant article before the meeting if possible. We read Lenny’s How to Use Perplexity in Your PM Work
    • While many had been interested in AI, this helped drive an understanding of practical uses
  • Review the company policy around LLM/AI policy
    • Not only is this important for the company, it’s important for your team: if they don’t feel comfortable knowing what they can and can’t put in which tools, they will be less likely to use them
  • Encourage the early adopters to share their use cases, including screensharing where possible
    • Share any useful company-specific prompts that people have created with the team
      • For example, I created a prompt to write story tickets and another to write bug tickets using our standard format
    • The early adopters shared other use cases as well, such as using LLMs to assist with:
      • SQL queries
      • Email and help article copywriting
      • Qualitative data analysis
    • We also shared where AI has not proven useful
      • I shared where I’d tried to use it for something math-related, and it totally fell on its face. Luckily, I realized this just before sharing inaccurate data with all of the leadership team!
  • Run a mini-workshop
    • We did this with a free version of Perplexity, where I gave my team a particular item to research related to decreasing churn within their respective products, and they each researched it with that tool instead of using Google. Then several of them shared what they found.
  • If there are multiple tools the team can use, make sure it’s clear which are best for which use cases

Once the team has access to the tools, ask the team on a regular basis what they are using AI for

  • For example, one team member brought up that ChatGPT enables you to install add-on modules, and she’d used one of those to create a complex flow diagram that would have otherwise taken her a lot of time
  • I shared with the team that I realized you could upload images to ChatGPT and it could ‘read’ the image, speeding up my ticket writing time when I wanted the copy from designs in the ticket

Share additional AI resources with the team, and encourage them to do the same

  • I’m a fan of the AI for Work newsletter, and encouraged my team to sign up as a source of ongoing AI news and information

I hope you find these ideas helpful in bringing AI to your own teams. Best of luck!

Product Management Career Day: An Adventure in Teaching Kids

Last Wednesday was ‘career day’ at my fifth grade daughter’s school. They’d asked any parents with “interesting” careers to volunteer; figuring that product management should count, I signed up.

I had thought that it would only be fifth graders that I’d be teaching; they told me that there would be 5 classes, and that I’d be in the same room the whole time. With about ~20 kids per class, for 2.5 hrs, it sounded difficult, but doable. That’s what I thought, anyway…

Surprise! Teach the WHOLE School!

whiteboard from the class where I didn't have a computer for my presentation.

When I got there, it turned out to be 6 classes, for all of the grades – that’s 3rd through 5th at my daughter’s school – with 40+ kids per class! Each class was in a different room, and the schedule they gave me was less than accurate in terms of which room I was supposed to be in. In the last room, there wasn’t even a computer, so I did the presentation with a whiteboard (that was probably my best class, actually!)

While it was an exhausting experience, it was also a rewarding one. I’m sharing more about that experience in case anyone else is doing a ‘product management career day,’ and wants to use any of what I put together for the kids.

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Example of the filled-in prioritization 'tray'

Running a Cross-Team Initiatives Prioritization Brainstorm

Late in 2022, I was looking to get alignment on cross-team initiatives we’d work on in 2023 across multiple teams. I wanted input from a certain group of engineering managers and product managers on:

  • Which initiatives we wanted to go after
  • What our order of priority was

Whenever possible, getting input from everyone involved leads to far better results from both a buy-in perspective and from a two (or more) heads-are-better-than-one perspective than just making the decision yourself in a vacuum. You can’t always make decisions by committee, but you can get input that way. In this case, I was able to both get consensus and the input ended up changing my mind so that I was aligned with the group on the priorities.

This post is about how I set up the brainstorm.

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Creating Team-Driven Product Management Principles

Inspired by Martin Eriksson’s Product Decision Stack video, I set up a brainstorm for my team. What were our PM principles that could act as “shortcuts” in helping us make difficult decisions that would also ladder up to our strategy and vision?

The product managers watched a few key minutes of Eriksson’s video, and then we brainstormed.

The board was set up  like this, in Miro:

[sticky note] even over [sticky note]
[sticky note] even over [sticky note]
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Learning Tech Basics for Non-Technical PMs

As a product manager without a technical background, I’ve faced challenges in getting a deep enough understanding of the tech used at my company to be able to effectively understand the conversations that I’m a part of.

In my past career as a UX director, I worked a great deal with various eCommerce systems (Websphere and Hybris) as well as CMSes (mostly Adobe Experience Manager). But now that I work at a B2B SaaS company, the technologies are considerably different. And since we’re 100% remote, it’s not possible to overhear developer chatter and pick up on context.

While obviously I can (and do!) ask the developers directly to explain key concepts, I’ve found some great resources online that have helped a great deal.

Every time that I hear a new technical term that I’m not familiar with during a meeting, I write it in a doc. When I have a free moment, I look it up and add a definition to the doc, creating a great resource for myself that grows over time.

In this article, I’ve listed out a variety of free and paid resources that might be helpful for others in a similar position.

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How vision, strategy, objectives, epics, and principles relate to one another

Book Review: Strong Product People

Strong Product People: A Complete Guide to Developing Great Product Managers by Petra Wille


When I was offered the opportunity to become Head of Product Management at my current job, I looked for resources to help inform my approach.

I couldn’t have dreamed up a better or more practical resource than Petra Wille’s Strong Product People. The book is simply packed full of useful, tactical, real-world advice.

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Showing PM at the intersection of technology, data, business, and UX

From UX Director to Product Manager

I recently gave a talk for UX Akron on the similarities and differences between being a UX director at an agency vs a client-side product manager. I made that switch mid-year 2020, after more than 6 years as a UX director.

I covered:

  • A brief definition of what a digital product manager is
  • The differences in terms of where I spend my time as a UX director vs a product manager within a given project
  • The skills needed for a product manager vs a UX director
  • Resources to learn more about becoming a product manager

You can watch a video of the presentation, look at the presentation itself, or check out my summary below.

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