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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” field in the Mage Pro header.
  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