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How to Migrate from TurboScribe to Fireflies.ai (Step-by-Step)

Last updated: April 2026

Migrating from TurboScribe to Fireflies.ai is ideal for teams seeking automated meeting transcription integrated directly into their workflow. While TurboScribe excels at manual file uploads, Fireflies.ai automatically joins and records meetings from platforms like Zoom and Teams, offering searchable transcripts, AI summaries, and action item tracking. This guide covers the complete migration process, including data export/import, feature adaptation, and timeline estimates to ensure a smooth transition with minimal disruption to your transcription needs.

Estimated Timeline

solo user

1-2 days

small team

3-5 days

enterprise

2-3 weeks

Migration Steps

1

Audit Your TurboScribe Usage and Data

easy

2

Export Data from TurboScribe

easy

3

Set Up Your Fireflies.ai Account and Integrations

medium

4

Import Historical Transcripts into Fireflies.ai

medium

5

Map and Adapt Your Workflow

hard

6

Run a Parallel Testing Phase

medium

7

Train Your Team on Fireflies.ai

medium

8

Finalize Migration and Cancel TurboScribe

easy

Feature Mapping

TurboScribeFireflies.ai EquivalentNotes
Unlimited transcription for audio/video filesAutomatically joins and records meetings from multiple platformsTurboScribe requires manual uploads; Fireflies.ai automates recording for live meetings but has limits on manual uploads in free plan.
Fast processing with high accuracy and speaker identificationAccurate transcription with speaker identificationBoth offer high accuracy; Fireflies.ai specializes in meeting contexts with multiple speakers.
Simple, intuitive interface with drag-and-drop functionalityUser-friendly dashboard with search and playbackFireflies.ai lacks drag-and-drop for uploads but offers a streamlined interface for managing meeting transcripts.
Supports multiple languages and file formatsMulti-language support for transcriptionBoth support multiple languages; Fireflies.ai focuses on common meeting formats versus TurboScribe's broader file type support.
Manual transcription of pre-recorded filesManual upload of audio/video filesFireflies.ai allows manual uploads but is optimized for live meetings; TurboScribe is better for bulk pre-recorded files.
Speaker identification in uploaded filesSpeaker identification in meetingsFireflies.ai dynamically identifies speakers in live meetings, while TurboScribe does so in uploaded files.
Basic text editing of transcriptsEditable transcripts with commentingFireflies.ai adds collaboration features like comments and highlights, enhancing team interaction.

Data Transfer Guide

Exporting from TurboScribe: Log in, go to your transcript history, and select transcripts to export in formats like TXT, DOCX, or SRT. Save these files locally or to cloud storage. For original audio/video files, ensure they're backed up separately. Importing to Fireflies.ai: Use the 'Upload' feature in Fireflies.ai to bring in important historical transcripts or files. Note that Fireflies.ai is optimized for live meeting recording, so imported files may not fully utilize AI analysis features like auto-summaries but will be searchable. Organize imports into notebooks for easy reference alongside new meeting transcripts.

Frequently Asked Questions

Can I transfer my data from TurboScribe to Fireflies.ai?+
Yes, but not automatically. Export transcripts from TurboScribe as files (e.g., TXT, DOCX) and manually upload important ones to Fireflies.ai. Original audio/video files may need re-uploading for reference.
How long does migration take?+
For a solo user, 1-2 days including setup and data transfer. Small teams may need 3-5 days for training and workflow adjustment. Enterprises should plan for 2-3 weeks due to broader integration and policy updates.
Will I lose any features switching to Fireflies.ai?+
You may lose unlimited manual uploads, as Fireflies.ai focuses on live meetings. However, you gain automation, AI summaries, and action item tracking, which may offset this for meeting-centric use cases.
Can I use both tools during migration?+
Yes, a parallel testing phase of 1-2 weeks is recommended. Use TurboScribe for pre-recorded files and Fireflies.ai for live meetings to compare and ensure a smooth transition before canceling TurboScribe.
Is Fireflies.ai cheaper than TurboScribe?+
Both offer freemium plans. Fireflies.ai's free plan includes core meeting features, while TurboScribe's free plan focuses on manual uploads. Pricing varies by usage; evaluate based on your needs for live versus pre-recorded transcription.