Project risk shows up in meetings before hours

Your client project shows its first sign of trouble in a meeting, long before the hours look wrong. A missing decision-maker, an action item nobody closes, a scope question asked twice. PeopleMuster imports each meeting transcript from Fireflies, files it against the right project, and gives leadership a risk verdict with the flags behind it.

Product facts from the PeopleMuster meetings, prompts, projects and daily recap modules.

Hours report effort, and they report it late

Timesheets answer one question well: how much time went into a project. You read them after the week, once people have logged their days and a manager has approved them.

That's useful, and it's also slow. A project can log a full, healthy week of hours while the client quietly loses confidence in it.

Your hours only move when the team's effort moves. By the time a project goes over its hours, the conversation that caused it happened a month earlier, in a meeting.

What a meeting says that a timesheet can't

Your meetings hold the client's own words. That's where a stakeholder says the budget is under review, or asks again what's in scope, or simply doesn't join.

None of that shows up in your hours. A developer spends eight hours on a feature whether or not the client still wants it.

So if you want an early read on risk, you need the meeting record, and you need it filed against the project it belongs to.

How PeopleMuster files every meeting

PeopleMuster connects to Fireflies. Your recordings and transcripts import on their own, with their duration, and attach to the project they belong to.

Meetings that arrive without a project sit under an Unassigned filter, so you never lose one. You can move a meeting to the right project in one step, or import one by its ID.

Each meeting page carries an overview, action items, detailed notes, the participants, meeting analytics and the full transcript. Your project manager reads a summary. Anyone who needs the exact words opens the transcript.

Signals turn a transcript into a risk read

On top of the notes, PeopleMuster reads each transcript for risk. Signals give you a verdict, such as No risk, and list the flags behind it. "No client present" is one of them.

Signals are admin-only. Your leadership team sees the risk read. The prompt behind it is marked never to be posted to Slack, so a candid assessment stays with you.

Each signal is stamped with the prompt version and the model that produced it. You always know which rules made a given call.

Your rules for risk, in settings

Your agency judges risk in its own way. A missed demo matters more to a product studio than to a retained support team.

In PeopleMuster the prompt behind meeting signals is editable by an admin, versioned, and changes without a code release. Change what counts as a risk, then re-run the analysis on recent meetings to apply the new version to past weeks.

That's how the risk read stays yours. It follows the rules your leadership team wrote, and the version stamp shows when those rules changed.

Read meetings and hours together

Neither record is enough alone. Put the two side by side in your weekly project review and you catch far more than either one shows.

PeopleMuster keeps both in one database. Each project shows its health, tasks and setup scores and when its last meeting was. You also get a warning once the gap passes the number of days you set, 14 by default.

Open the projects with a risk flag from the last two weeks.
Check whether the client joined the latest meeting.
Look for action items raised twice without an owner.
Compare this week's logged hours with the plan for the same project.
Put a name and a date against every flag you keep open.

Questions people ask

How can I tell a client project is going off track early?

Watch the meetings before the hours. Missing stakeholders, repeated scope questions and open action items come up in meetings before hours run over. PeopleMuster reads each imported transcript and gives leadership a risk verdict with its flags, filed against the project.

Is there software that files Fireflies transcripts against client projects?

Yes. PeopleMuster imports your Fireflies recordings and transcripts and attaches each one to its project. An Unassigned filter and a move action handle any meeting you need to refile. It's part of the $3 per person per month price, with every module included.

Who can see meeting risk signals in PeopleMuster?

Admins. Signals are labelled as an admin-only risk assessment, and the prompt behind them is marked never to be posted to Slack. Your team still sees the meeting notes, action items and transcript.

Can we change what counts as a risk?

Yes. An admin edits the meeting signals prompt in settings, and each change is saved as a new version. A re-run applies it to recent meetings, and every signal shows the version that produced it.