Scheduling and meetings decision
Zoom Workplace Pro
A competent engineer can build a useful My Notes replacement for personal or small-team use (transcription + LLM summaries + simple UI), but reproducing Zoom's full integrated, enterprise-grade Workplace product (cross-platform in-meeting activation, admin controls, large-scale reliability, and deep Zoom ecosystem integration) is impractical.
Visit website↗$15.99/mo
$192/yr
Not verified against a pricing page.
$100one-off80 h to build
$120/mo6 h/mo upkeep
On cash alone, building overtakes the subscription at 9 seats.
Open-source builds that already do this
Every project below is open source and already does this job today. Fork one, self-host it, or take the parts you need - the build prompt further down assumes an empty file, and this is the shortcut past that. Licences differ; check the one on each card before you ship. All Zoom Workplace Pro alternatives, with the arithmetic →
What a replacement has to do
- Record meeting audio → transcribe & diarize → generate summary & action items with an LLM → store/search transcripts and summaries → present/edit notes in a web UI and trigger simple workflows.
What it still won’t have
- Deep Zoom platform integrations (Meetings, Canvas, Hub, Phone) and native in-meeting activation
- Enterprise admin controls, multi-region storage, and compliance features
- Scale, performance, and polished cross-platform clients
- Zoom brand, marketplace reach, and bundled product ecosystem (ZoomMate, AI Productivity Suite)
What remains hard
- Brand trust
Trusted by millions. Built for you.
First-year cost
Keep paying
Paying is—cheaper in year one.
On cash alone, building overtakes the subscription at 9 seats.
Money you would actually spend
Time you would spend
—
What you would spend
What we assumed
The verdict above measures whether you could build it. This one is only about money.
Runnable build prompt
Build a self-hosted AI meeting note taker using Node.js + FastAPI (Python) backend, React frontend, Postgres for storage, and S3-compatible object storage. Scope: (1) capture/upload meeting audio, (2) transcribe with a cloud STT (or local Whisper) and speaker diarization, (3) call an LLM to generate summary, key takeaways, and action items, (4) store transcripts and summaries in Postgres and provide full-text search, (5) a React UI to view/edit/share notes and trigger simple post-meeting workflows (send recap email via SMTP, create a task in Todoist API). Out of scope: telephone/VoIP PBX, enterprise SSO, multi-region scaling, mobile native apps, and deep integrations with Zoom/Canvas. Include error handling for failed transcriptions and LLM calls, retries, sane logging, and unit/integration tests for transcription, LLM summarization, and the workflow trigger endpoints.
How we checked
How the score was reached
- Partly verdict base52
- An open-source build was found+5
- 5 cited sources+3
- 3/3 assessment runs agreed+4
- Evidence score64
The base comes from the verdict. Everything under it is a check that either happened or did not, and each one is a fact frozen in this record rather than a judgement made at render time - so the same evidence always produces the same number.
How scoring works →Cited sources · 5
Every page the run actually retrieved.
- official productZoom homepage
- official pricingZoom Workplace Pricing
- official productAI note taker: Your AI Meeting Assistant (My Notes)
- open sourceZackriya-Solutions/meetily
- open sourceNatively-AI-assistant/natively-cluely-ai-assistant
Integrity checks
What held up, and what did not.
