Comparison
Bonfiyah vs Fireflies.
Fireflies sends bots to your meetings. Bonfiyah does not. That single architectural difference changes what each tool is good at — and which one has a defensible privacy story.
The moat · speaker memory
The one thing Fireflies can't hand you on day one.
Fireflies identifies speakers one meeting at a time — each session starts over, and the relationship resets on the next call. Bonfiyah identifies people by the sound of their voice and remembers them: Sarah from Tuesday is the same Sarah on Friday and next quarter. The more you record, the better it knows each voice — your speaker memory compounds, and it heals itself as new conversations come in.
A meeting bot can copy a feature in a sprint. It can't copy the months of voices you've already taught Bonfiyah — the durable memory that makes Promise Tracker, Pre-Brief, People Memory, and Team Dynamics actually work.
See how speaker memory compounds →The short version
If you run a revenue team that lives inside Salesforce or HubSpot, and your meetings are uniformly Zoom/Meet/Teams/Webex calls where bot-attendance is normalised — Fireflies is built for you. CRM integration is mature, the AI Apps marketplace (200+ specialized apps for sales insights, candidate scoring, action-item extraction) is genuinely valuable, and AskFred conversational search across history is well-executed.
If you record any conversation that wouldn't tolerate a "Fred from Fireflies has joined" moment — therapy, healthcare, journalism, legal intake, family conversations — Bonfiyah is the right shape. In-person, no bot, structured three-status consent (Granted · Unknown · Internal Use Only) + Attorney-Client OR Doctor-Patient Privilege markings baked into every tier.
If you want cross-recording reasoning — Promise Tracker, Contradictions cross-recording detection, Pre-Brief, Project Context, MBTI Compatibility, Team Dynamics 9-box — Bonfiyah's Pro AI tier (twenty surfaces, including Bonfire Pulse and Founder Insights) is built for it. Fireflies has AskFred and the Apps marketplace, but those are search + per-meeting transformations, not cross-recording reasoning.
If you need defensible privacy posture — both Fireflies and Bonfiyah commit to never training on user audio (Fireflies' March 2026 policy refresh extends this to OpenAI/Anthropic partners). Bonfiyah's structural advantages: original audio auto-deletes from our servers within 7 days, three-status consent management including per-speaker and per-story Attorney-Client OR Doctor-Patient Privilege markings, and a December 2025 BIPA class-action against Fireflies over biometric-data retention disclosures is still unresolved.
Feature-by-feature
| Feature | Bonfiyah | Fireflies |
|---|---|---|
| Capture model | ||
| Sends bots to meetings | No | Yes (Fred) |
| Records in-person conversations | ✓ Apple-native | Limited (mobile recorder) |
| Records virtual meetings | Via Mac Catalyst broadcast | ✓ Mature meeting bot |
| CRM auto-logging (Salesforce / HubSpot) | In development | ✓ Mature |
| Cross-recording memory | ||
| AI Project Context · v3.0 | ✓ Pro AI | — |
| Promise Tracker | ✓ Pro AI | Action-item extraction only |
| Contradictions | ✓ Pro AI | — |
| Team Dynamics (9-box matrix) · v3.0 | ✓ Pro AI | — |
| Compatibility Analysis (consent-gated) · v3.0 | ✓ Pro AI | — |
| Talk-time / sentiment / deal-warning analytics | Speaker Themes (per-person) | ✓ Conversation Intelligence |
| Proactive notifications | ||
| Background notifications · v3.0.32 | Quote-driven, deep-linked, tier-controlled | Generic deal-warning digests via Slack/email |
| Quiet hours respected | ✓ | Channel-dependent |
| What the notification says | Actual person, quote, deadline | CRM-shaped digest |
| Local notifications, no APNs payload | ✓ | Cloud push (APNs / web) |
| Privacy & Consent | ||
| Six-state consent (incl. Attorney-Client & Doctor-Patient Privilege) | ✓ Every tier | — (host-side responsibility) |
| Attorney-Client OR Doctor-Patient Privilege markings (audit-logged) | ✓ Pro | — |
| Acceptance gate with chain-of-custody hash · v3.0.144 | ✓ | — |
| Transcription | Cloud | Cloud |
| Trains AI on user transcripts | Never (binding policy) | No (March 2026 policy refresh) |
| Active class-action lawsuit | — | Dec 2025 BIPA suit (biometric retention) unresolved |
| SOC 2 Type II / GDPR / HIPAA | Apple iCloud underlying | ✓ All three |
| Pricing (USD/mo annual unless noted) | ||
| Free tier | 120 min/month | 800 min storage · 20 AI credits |
| Pro | $14.99 intro → $24.99 unlimited | $10/user · 3,000 min storage · 20 AI credits |
| Business / Pro AI | $24.99 intro → $34.99 (18 surfaces) | $19/user · unlimited storage · 30 AI credits · Salesforce/HubSpot |
| Enterprise | In development | $39/user · 50 AI credits |
| 200+ AI Apps marketplace | — | ✓ (signature feature) |
| Referral program — both sides earn a free month per paid signup | ✓ Bonfiyah Friends · no cap | — |
Migration · bring your history
Already using Fireflies? Bring your whole history.
If you can export your Fireflies recordings as audio files, you can import them into Bonfiyah — each one becomes a Story with a transcript, voice-based speaker identification, and an AI summary. Migrate your entire back-catalog of meetings and conversations in one move: no re-recording, no starting over, no lock-in.
You provide the audio file — tap Import, pick it from the Apple Files app, AirDrop, or another app's export, and Bonfiyah runs it through the same pipeline as a live recording: it splits the audio, transcribes it in the cloud, separates speakers and identifies them by the sound of their voice (matching people Bonfiyah already knows; new voices show as Speaker 1/2 until you name them), and writes a searchable Story to your library, synced across iPhone, iPad, and Mac. Import, transcription, and voice speaker-ID work on every tier (the free tier includes 240 import minutes in your first 30 days, then your regular transcription allowance, and Pro is unlimited); the AI summary is the Pro AI piece.
Your conversation history shouldn't be trapped in one app. Already on a pure recorder like Apple Voice Memos, Just Press Record, superwhisper, or Vomo? Those files already live on your device, so import is immediate — practically one tap. From Fireflies, Otter, Notta, or Plaud, export your audio first, then bring it in.
Import audio into Bonfiyah →See the full migration guide — how to bring your Fireflies data into Bonfiyah →
The honest version
Fireflies is genuinely useful for the workflow it was built for. If you run a sales team where every rep is on five Zoom calls a day, and you want every one of those calls auto-logged to the right Salesforce opportunity with talk-time analytics, deal-warning alerts, and a coaching dashboard for managers — Fireflies is the category leader and we're not going to pretend otherwise.
What Fireflies cannot do, structurally, is in-person capture. Their mobile app exists but is a thin sibling of the meeting-bot. The product is built around "a bot joined your Zoom", and the architecture follows. If a meaningful share of the conversations you care about are physical-room — client meetings in cafés, intake conversations in clinics, family dinners — Fireflies isn't built for them.
What Fireflies also cannot do, by deliberate posture, is run with the consent and privacy story Bonfiyah maintains. Fireflies' bot announces itself but does not gate the recording on every-attendee consent. Their training-data posture is opt-out. Their data lives on their servers. None of this is a moral failing — it's a different category of product, optimised for a different buyer. It just means the privacy lever you can pull on Bonfiyah is structurally different.
If you run a sales team and your reps want a personal memory layer outside the CRM — for the off-the-record exec coffees, for the prospect calls before they're a tracked opportunity, for the cross-deal pattern recognition that doesn't fit the Salesforce schema — Bonfiyah is a complement, not a replacement. Both can run. The exports go to different places.