The Architecture of Invisible Transcription

Axiom operates entirely asynchronously. Your meetings stay private, and insights are generated post-call via secure cloud link ingestion—no awkward bots required.

The Bot Problem

Traditional meeting transcription tools inject a fake participant into your Zoom or Google Meet calls. This reduces psychological safety, alerts external clients to your note-taking, and creates compliance nightmares.

We rebuilt the pipeline from scratch. By integrating directly with your cloud drive recordings, we eliminate the bot while delivering higher accuracy transcripts via our serverless GPU cluster.

Architecture Diagram

How It Works

01

Paste Link

Drop a Google Drive, Dropbox, or Zoom Cloud Recording link. We handle the OAuth securely.

02

GPU Extraction

Our Serverless A10G cluster boots up, transcribing 1-hour meetings in under 45 seconds.

03

Diarization

Advanced voice-footprinting separates dialogue perfectly between Speaker A and Speaker B.

04

Instant Shredding

The nanosecond the transcript is complete, the source media is permanently scrubbed.

Powered by Whisper Large-v3

Running open-source models at scale requires immense compute. We leverage Modal's serverless infrastructure to conditionally boot up NVIDIA A10G and H100 GPUs exactly when you need them.

99.8% Accuracy

By using the absolute largest Whisper parameter model, we catch technical jargon, thick accents, and cross-talk that standard APIs miss.

PyAnnote Diarization

We run a parallel PyAnnote pipeline to generate voice biometric footprints, merging the timeline to label exactly who said what.

State-Level Security

Ephemeral Data Pipelines

We operate a strict zero-retention policy for raw audio and video. Disk space is wiped the moment the transcription job exits the GPU.

VPC Isolation

Every batch is processed in a completely isolated AWS container ensuring zero cross-tenant data contamination.

SOC2 Certified Architecture

Developer First. API Ready.

Connect our headless backend to your own internal CRMs through secure webhooks. You send us a signed URL, we post back a beautifully formatted JSON transcript.

POST /api/v1/transcribe
{
  "source_url": "https://drive.google.com/file/d/...",
  "webhook_url": "https://your-app.com/api/webhook"
}

Ready to go invisible?

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