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Many teams start with Fivetran for ELT pipelines—but face limitations in flexibility, cost, and transparency. Mage Pro offers a powerful alternative: a unified platform for data integration, transformation, and orchestration with full code control, AI-assisted development, and cloud-native scalability.

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Why migrate from Fivetran to Mage Pro?

Fivetran is convenient for basic replication—but it wasn’t built for:
  • Custom transformations or logic
  • Managing orchestration and dependencies
  • Running in your own cloud for cost control and security
  • Debugging and optimizing individual steps
  • Streaming data or event-driven triggers
Mage Pro replaces Fivetran’s “black-box” connector model with modular, open pipelines that give you full control over data extraction, transformation, and loading—plus visibility into every step.

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✨ Mage Pro vs Fivetran: Benefits Overview

Mage Pro offers more flexibility, transparency, and scalability than Fivetran—at a fraction of the cost.

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🛠️ Step-by-Step Migration Instructions

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🤖 Use AI Sidekick to Convert Fivetran Configs

Mage Pro’s AI Sidekick helps migrate Fivetran configurations, dbt models, and logic into Mage pipelines.

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🔧 How to Use It

  1. Open your Mage Pro workspace
  2. Click the “Ask AI” button
  3. Paste in your Fivetran connector settings, sync SQL, or dbt model
  4. Ask: “Convert this Fivetran sync into a Mage pipeline.”
  5. The AI will:
    • Generate Extract and Load blocks
    • Create SQL/Python transforms
    • Add schedule and retry logic
  6. Insert the generated pipeline into your workspace

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🧠 Tips for Migrating Complex Pipelines

  • Use multiple pipelines for large source groups (e.g., one per schema)
  • Parameterize table names and filters with pipeline variables
  • Replace dbt logic with modular SQL blocks using ref() and tests
  • Use batching or streaming modes for large datasets

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✅ After Migration: What You Gain

  • Complete ELT pipelines with built-in orchestration
  • Visual and modular pipeline builder
  • AI-powered development & debugging
  • Git-native deployments across environments
  • Real-time ingestion with event-based triggers
  • Transparent cost, better performance, full control
Fivetran is great for getting started. But when you’re ready for control, observability, and flexibility—Mage Pro is built for scale.
👉 Start Migrating to Mage Pro