AI Meeting Intelligence & Sales Notes Automation3 min readUpdated September 2026

Fathom vs. Fireflies for Commercial General Contractors

Commercial general contractors should choose between Fathom and Fireflies based on which holds up when a call is not a tidy one-on-one video meeting and which gets notes to the estimator or project manager who needs them. Preconstruction meetings, owner negotiations and subcontractor buyout calls often mix phone calls, site walks and video calls around printed drawings.

Both Fathom and Fireflies work fine on a standard video call. Where they diverge is in how much you can lean on them once the conversation moves off that format.

Vendors Covered in this Article

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Preconstruction meetings involve people who were never invited to the call

A preconstruction meeting often includes the owner's rep, an architect, an engineer, and your own project executive, none of whom you control the calendar for. Getting a recording tool onto that call at all can be the harder problem, since you may be dialing into someone else's video platform rather than hosting your own. Check that whichever tool you pick can join as a guest on a call you did not create, not just calls scheduled from your own calendar, before you assume it will be there for every preconstruction meeting.

Once the recap exists, the estimator and the project manager both need it, often before either of them has time to review a full transcript. A short, accurate summary that highlights scope questions and owner decisions is worth more here than a polished but long writeup nobody reads before the next meeting.

Why do subcontractor buyout calls need a full transcript?

Buyout calls with subcontractors are where scope gets clarified and pricing gets locked in, verbally, often before the written scope letter catches up. If a sub later claims a scope item was excluded, or you remember a number differently than they do, a transcript of that call is worth far more than anyone's memory. Keep the full transcript, not just the summary, for buyout calls specifically, and file it against that subcontractor's record so it is easy to pull up if a change order dispute comes up months into the job.

Owner negotiation calls need accuracy over speed

A call with the owner about a change order or a schedule slip is not the place for a rushed, generic AI summary. These conversations often involve exact dollar figures, specific dates, and commitments that will show up in a formal letter afterward. Use the call recording as a check against your own written notes rather than a replacement for them, and have whoever drafts the follow up letter compare it to the transcript line by line before it goes out, since a mismatch between what was said and what gets written down is the kind of thing that damages an owner relationship.

A common mistake: treating every call the same

The most common misstep is running every call, from a five minute scheduling check-in to a two hour buyout negotiation, through the same default settings and never reviewing the output. A quick daily standup does not need a searchable transcript; a buyout call absolutely does. Set expectations with your project team about which call types get the full treatment, transcript kept and reviewed, versus which ones just need a quick summary and can be archived without a second look.

Match the level of capture to the call type:

  • Quick scheduling check-ins and daily standups: a basic recap is enough, with no need for a searchable transcript.
  • Subcontractor buyout calls: keep the full transcript, since scope and pricing often get settled verbally before the written letter catches up.
  • Owner calls on change orders or schedule slips: keep the recording as a check against your own written notes.
  • Agree with your project team on which call types get the full treatment, and review the output regularly.

Which tool fits a GC's project team?

A smaller GC running a handful of projects with one project executive handling most owner calls can get by with a simple, fast recap tool. Once you have several project managers and superintendents each running their own subcontractor buyout calls across multiple jobs, being able to search across every project for how a specific sub or scope item has been handled before becomes genuinely useful, especially when the same subcontractors show up on job after job.

A worked example: a disputed scope exclusion

Picture a drywall subcontractor who claims during a change order request that fire caulking was never in their original scope, while your project manager remembers the buyout call differently. Without a transcript, this becomes a matter of two people's competing memories, and the GC usually ends up absorbing the cost to keep the job moving rather than fighting it.

With the buyout call transcript on file, the project manager can pull up the exact exchange and settle the question in minutes instead of days. That same transcript also protects the relationship, since a documented answer, right or wrong, ends the argument faster than an unresolved disagreement that lingers for the rest of the job.

Executive Capability Standard

What Good Looks Like

Good looks like every buyout and owner negotiation call transcript being kept and filed against the right project and subcontractor, with a clear habit of checking a written follow up against the transcript before it goes out.

Building The Capability (5-Stage Skill Ladder)

1. Learn:Pull the transcripts from your last few change order disputes and see whether the written record matched what was actually said on the call.
2. Do Manually:Have your project manager write a short recap of every buyout call by hand for a few projects before automating it.
3. Delegate:Have a project coordinator file call transcripts against the right project and subcontractor within a day of each call.
4. Automate:Turn on automatic transcripts and recaps for all buyout and owner calls, with filing tied to your project management system.
5. Buy:Add team wide search once multiple project managers are buying out work from the same subcontractor pool across different jobs.

How to Get Started

Disclosure: We may earn a commission if you buy through some links on this page. It doesn't change what we recommend.

Frequently Asked Questions

Can these tools join a call hosted on a platform we do not control, like an owner's video system?

Usually yes, as long as the call is a standard video meeting link, but confirm this before relying on it for a preconstruction meeting. Some owner platforms restrict outside bots from joining, so have a backup plan, like taking manual notes, for calls where you cannot confirm the recorder joined.

Should we tell subcontractors we are recording buyout calls?

Yes, say so at the start of the call. Most subcontractors are used to this and it works in your favor too, since an accurate record protects both sides if there is ever a disagreement about what scope or pricing was agreed to verbally.

What should happen to call recordings once a project closes out?

Keep buyout and owner negotiation recordings at least through the warranty period, since disputes about verbal commitments can surface well after substantial completion. Routine coordination calls can be archived or deleted sooner since they rarely get referenced again.

About the numbers

This guide doesn't quote a sourced benchmark. Figures in it are estimates or general guidance, so check them against your own numbers.

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