Before you put it on the roadmap,
find out if it should be there.

The feature makes sense. The team is behind it. Someone in a user interview said something that sounded like they wanted it. This is the exact sequence of events that leads to features that ship, get ignored, and quietly eat three months of roadmap.

The pattern is consistent across product teams of every size: features that feel obvious internally are frequently the ones that land with a thud externally. Not because the team was incompetent but because internal momentum creates a gravitational pull that makes a feature feel more validated than it is. A product manager who has been in the same meetings, heard the same signals, and built the same mental model as their team is not in a position to see the gap clearly. That is structural, not a failure of skill.

The specific feature here — an AI-powered meeting summary tool that auto-generates action items for attendees — sits in one of the most crowded subsections of the productivity software market right now. Otter.ai, Fireflies, Notion AI, Microsoft Copilot, Google Meet's native summarisation, and at least a dozen smaller tools have been in this space for 18 to 36 months. Several of them are free. Several are built into tools your users already pay for. The question is not whether this feature is useful — it probably is — the question is whether building it is the right use of your roadmap, and whether your users will choose your version when they already have access to alternatives they did not have to seek out.

The 4,000 active users figure is the most important variable in this decision and is currently doing very little analytical work. Who are they? What do they use the product for in the context of scheduling? Are they running the kind of meetings that generate meaningful action items, or are they individual contributors using the product for personal calendar management? A meeting summary feature built for the wrong segment of your existing user base is a feature that ships to low adoption and creates confusion about what the product is actually for.

The question worth asking before this goes on the roadmap is what problem this solves that your users cannot already solve, and why they would solve it with you rather than with the tool already in front of them. If the answer is “nothing, but we would do it better,” that is a very difficult case to make against free native features built by Microsoft and Google with engineering teams larger than your entire company. If the answer is “our users are already in our product when they schedule meetings and this keeps them there,” that is a different and potentially stronger argument — but only if your usage data actually supports it.

There is a version of this feature that makes strategic sense: a thin integration that connects to an existing transcription service, surfaces action items inside your product, and tests whether users who complete a meeting then return to schedule the next one. That is a genuine workflow loop worth testing cheaply. That is a different decision from building meeting summarisation from scratch as a feature in its own right, which is what this brief implies, and it has a different cost, timeline, and learning value.

The retention data for your existing 4,000 users is the most important input to this decision and it is not mentioned in the brief. What happens after a user's first meeting scheduled through the product? Do they come back for a second? If the retention curve drops sharply after session one, a meeting summary feature does not fix that problem. It decorates it. The roadmap question is not “what should we build next” but “what would make users who came once come back.”

The uncomfortable version of this question: are you building this feature because your users genuinely need it from you specifically, or because it sounds like the kind of thing a modern productivity tool is supposed to have?