You already keep a model of the people you work with — it just lives in your head and leaks. You know Marcus over-promises on timelines and always delivers the quality. You know the client's real decision-maker is the quiet one, not the one who talks most. You know there's an open thread with Priya from three weeks ago that neither of you has closed. This knowledge is the actual substance of a working relationship, and almost none of it survives contact with a busy month.
Around the fire, knowing each person — their role, their rhythm, what they tend to promise — was just what it meant to be part of the circle for a while. People Memory is Bonfiyah keeping that picture for you, so it doesn't leak.
What lives in a person's profile.
People Memory keeps a quietly updating profile for each person who shows up in your conversations. It's assembled from the recordings you've already made — not a contact card you fill in and maintain. A profile gathers the things you'd hold about someone in your own head: role and context, the hat they wear and where they sit relative to the work; the projects and threads they touch, which conversations they keep recurring in; the open items between you, the unresolved promises and loose ends in both directions, carried straight from Promise Tracker; and how their commitments tend to go — patterns that only show up across many conversations. Who reliably lands what they say. Who tends to hedge when money comes up. Whose “soon” means this week and whose means next quarter.
None of this is data you enter. It accrues on its own, from talking to people, the way your own mental model of them would — except it doesn't fade when you get busy.
Built on remembering people across recordings.
People Memory is only possible because of the primitive underneath it: Bonfiyah recognizes the same person across your entire library, by the sound of their voice, from one recording to the next. The Marcus in January's kickoff and the Marcus in May's review are understood to be one continuous Marcus, and everything those conversations revealed accumulates into one profile.
That's the move per-meeting tools structurally can't make. When speaker labels die with each recording, there's nowhere for a person's history to live — every conversation starts the relationship over from zero. Bonfiyah treats the person as the durable thing and the recording as one moment in a longer story, which is the only arrangement where a profile can build up at all.
One precision worth stating plainly: identity is matched on voice, never on the words. Bonfiyah doesn't read what someone said to decide who they are. Voice biometrics is the only signal we trust for identity, because misidentifying a person is the kind of error that quietly corrupts everything built on top of it — so we don't guess from text, ever.
What it powers.
A living picture of each person isn't just nice to have on its own — it's the foundation a few other features stand on. Pre-Brief is People Memory pointed at a specific upcoming meeting: to catch you up before you talk to someone, it reads their profile — open threads, what was said last time, what's changed — and hands you the one-page version. Truth Layer leans on the same per-person history to notice when a person's account drifts over time; a consistent picture is exactly what makes an inconsistency visible. And Speaker Themes surfaces how each person tends to talk — the topics they return to, the way they commit — which is just another reading of the same accumulated profile.
People Memory is the quiet hub. Several of the features people notice first are really just different windows onto it.
Where it changes things.
Managing a team. Walking into any one-on-one already holding that person's open items and their track record, without having scrolled back through a month of notes. The continuity reads as attention, because it is.
Sales and accounts. Remembering the actual decision-maker, the specific objection raised two calls ago, the promise you made that you'd better keep. Relationships are won and lost on exactly this kind of memory.
Personal and family life. The aging parent's specialists, who said what about which medication, the thread still open with the contractor. The people who matter most are the ones it's most costly to forget the details about.
What it isn't.
People Memory isn't a CRM, and it isn't trying to become one. There's no pipeline, no fields to maintain, no data-entry discipline it quietly depends on. It also isn't a dossier on people who didn't agree to be there — it's built from your own recordings, in your own library, behind the same consent tooling that ships in every tier: two-party rules surfaced, verbal consent captured, an exportable log. It's your memory of your conversations, kept honest and kept warm. Knowing someone and respecting how they agreed to be recorded are the same responsibility, and the feature holds both.
Try it across a week of conversations.
A profile is only as rich as the conversations behind it, so the way to feel this is to record a handful of real conversations with the same few people across a week and let the Pro AI layer run on a free 7-day trial. Then open one of their profiles. By the second or third conversation, the picture Bonfiyah holds of that person is more complete — and more reliable — than the one you were carrying in your head. You can start free; every signup gets the trial automatically.
To know the circle is to remember each face in it. People Memory remembers, so you can.
— Richard
