“Can we automate the client check-ins?” sounds like a single request, but it usually hides a build-or-buy decision that nobody has made yet. Someone on the team can write a script against Google’s calendar and meeting APIs, or the team can use a tool that already does this across every platform a client might show up on. Both routes save the PM the weekly work of creating links and chasing notes. They do not cost the same amount, and they do not stay cheap for the same reasons.
The request usually surfaces after the manual version has already been running for months: a PM or a coordinator recreating the same meeting link every week, copying the same invite list, and writing up the same kind of notes after every call. By the time someone asks whether this can be automated, the team already has a clear picture of what the automation needs to cover, which makes it a good moment to decide to build or buy properly rather than defaulting to whichever developer happens to be free that week.
Four Questions That Decide It
Before any code gets written, it helps to answer four questions that determine whether a recurring-meeting automation belongs in the “build” column or the “buy” column. Together, they surface the parts of the process that are genuinely unique to your team, versus the parts that depend on external platforms you don’t control and can’t predict.
- Does This Encode Something Specific to How Your Team Runs Meetings? An agenda template, a rule about who needs to be on a steering committee call, a specific format for a status report: nobody else can build these for you, because they only exist inside your process. This part is worth owning regardless of what else gets bought.
- Is the Platform on the Other Side Stable? Zoom, Microsoft Teams, and Google Meet all ship changes to their APIs on their own schedule, not yours. An integration against any one of them is a standing commitment, not a one-time build.
- How Many Platforms Do You Need? One client meets on Zoom, another insists on Teams, a third only does calls in person. Automating one platform is a project. Automating three is closer to three projects, and the cost of each additional one rarely drops much from the first.
- What Happens When It Breaks the Morning of a Client Call? A script a developer wrote eighteen months ago and forgot about is a liability precisely when a PM can least afford one. Who gets paged, and how fast, is part of the real cost of building it yourself.
Comparing the Two Routes
| Dimension | Built In-House | Bought |
|---|---|---|
| Time to First Working Version | Weeks per platform | Days |
| Platforms Covered | One at a time | Usually all at once |
| Who Maintains It When an API Changes | Your developer | The vendor |
| Cost Shape | Engineering time, hard to attribute to one project | Usage-based, visible on an invoice |
| What a Client’s In-Person Meeting Needs | A separate process entirely | Often already covered |
Read down the table and the pattern is consistent. Building wins when the automation needs to match an internal process exactly, a pattern that holds in any decision about when to build or buy software. Buying wins on speed, on platform coverage, and on who answers when something breaks. Most PM teams have exactly one or two automations that belong in the first column, and a longer list that belongs in the second.
A Worked Example: The Recurring Client Check-In
Take the Most Common Case: A client wants a weekly or biweekly check-in, and the PM wants the meeting link, the invite, and a usable record of what was discussed without recreating any of it by hand.
Building this with Google’s own tools is a real option if every client meets on Google Meet. The Calendar API can attach a Meet link automatically when a recurring event is created, and the Google Meet API goes further, letting an internal tool create a meeting space, control who can join it, and pull basic details about a call once it has ended. For a single platform and a team with a developer to spare, this covers the scheduling half of the problem in a reasonable amount of work.
It doesn’t cover the other half. Getting a transcript or recording through the Meet API requires a formal security review, a process that can take several weeks on its own, and the access that results generally applies only to meetings your own organization hosts. The client who prefers Teams, and the client who takes the call in a conference room, are both outside what this build handles, and each is a separate integration with its own permissions and its own release schedule.
Where This Lands
Automating meeting creation and automating access to meeting transcripts and recordings are two different problems. The second one is where buying tends to win outright, because the work is mostly keeping up with platforms a PM’s team doesn’t control, each with its own authentication rules, permission structures, and release schedules that change without warning.
Its unified API and desktop recording solution help teams capture meeting data without building and managing the infrastructure themselves. The company reports developers reaching production in 72 hours, and teams shipping recording features in days rather than months.
What It Costs
The direct cost of building this yourself is engineering time, and it isn’t small: it takes a team of engineers 6 months on average to integrate with a single meeting platform. That timeline covers authentication, data syncing, and ongoing maintenance, and it resets almost entirely once a client prefers a different platform, multiplying the investment.
Meanwhile, startups who take the buy route with Recall.ai can pay a rate of $0.25 per hour for the first 10,000 hours, with no minimum commitments or sign-up fees. This ends up being much more cost-effective than building from scratch, considering all the engineering time saved.
Applying This to Your Own Portfolio
Audit every recurring meeting on the team’s calendar by running the four questions, not just the one someone is asking about today. A standup that only your own organization runs, on a platform that doesn’t change often, is a reasonable thing to automate in-house if a developer has the time. A check-in that spans three clients on three platforms, one of them in person, is a strong candidate for buying the layer underneath it rather than building three versions of the same thing.
The goal isn’t to automate everything. It’s to stop spending a developer’s time rebuilding the same integration for every new client platform, so that time goes toward the one or two automations that are specific to how your team works. Doing this review once, when the first automation request comes in, is far cheaper than discovering the answer a year later across five client accounts, each on a different platform, each maintained by whichever developer happened to build it first.
Suggested articles:
- How Visual Status Indicators Improve Project Meetings
- From Agenda to Action: How Board Portals Transform Meetings
- How to Make One-on-One Meetings Successful in Trello?
Daniel Raymond, a project manager with over 20 years of experience, is the former CEO of a successful software company called Websystems. With a strong background in managing complex projects, he applied his expertise to develop AceProject.com and Bridge24.com, innovative project management tools designed to streamline processes and improve productivity. Throughout his career, Daniel has consistently demonstrated a commitment to excellence and a passion for empowering teams to achieve their goals.