Twinmind Migration Deep Dive

TwinMind Migration Deep Dive

Contents

• Overview
• Prerequisites
• Instructions
• Output
• Error Handling
• Examples
• Resources

Overview

Comprehensive guide for migrating from Otter.ai, Fireflies.ai, Rev.ai, Zoom, Google Meet, Teams, and other meeting AI services to TwinMind. Covers assessment, export, transformation, import, and verification.

Prerequisites

• TwinMind Pro/Enterprise account
• Export access on source platform
• Understanding of data formats
• Sufficient storage for migration data

Instructions

Step 1: Assess Current Data

Build a migration assessment script that scans exported files, counts transcripts, calculates total duration hours, identifies date range and data formats, estimates migration time, and flags potential issues.

Step 2: Export Data from Source

Use platform-specific exporters: Otter.ai (via Puppeteer web scraping), Fireflies.ai (GraphQL API), Rev.ai (REST API with transcript retrieval), Zoom (VTT file parsing).

Step 3: Transform Data to TwinMind Format

Build transformer functions per source: transformOtterToTwinMind(), transformFirefliesToTwinMind(), transformRevToTwinMind(), transformZoomVTTToTwinMind(). Map speakers, segments, timestamps, and metadata to TwinMind's Transcript schema.

Step 4: Import to TwinMind

Create batch import with configurable batch size, rate limit delays, duplicate detection (by original_id metadata), and progress logging.

Step 5: Verify Migration

Run verification comparing source vs imported counts, spot-checking content (word count within 10%), validating duration accuracy, and identifying missing transcripts.

See detailed implementation for complete assessment script, platform exporters, transformers, batch importer, and verification code.

Output

• Migration assessment tool
• Platform-specific exporters
• Data transformation functions
• TwinMind import utility
• Verification scripts

Error Handling

Examples

Basic usage: Apply twinmind migration deep dive to a standard project setup with default configuration options.

Advanced scenario: Customize twinmind migration deep dive for production environments with multiple constraints and team-specific requirements.

Platform Comparison

Resources

• TwinMind Import API
• Data Export Best Practices
• Platform Comparison

Congratulations!

You have completed the TwinMind skill pack.