How to build with Mage — and turn your data into real value
From building to insight, Mage helps you move faster, work smarter, and unlock impact — with AI at every step.
Build faster and smarter with AI — across the entire stack
Whether you’re modeling in dbt or syncing data across sources, Mage uses AI to accelerate every step.
Build
Turn ideas into pipelines with a prompt
Build batch, streaming, and data integration pipelines in seconds—AI handles the setup, code, and config.
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Code
Build reusable pipelines in half the time
Generate code blocks, AI-powered insights on best practices, performance improvements, and potential bottlenecks.
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Data integration
Sync and transform data—without per-row fees or vendor lock-in. Built for speed, flexibility, and full control.
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Deploy Mage Pro you way
Flexible deployment options for any scale, security, or speed. Run Mage Pro in the cloud, in your VPC, or fully on-prem—whatever fits your data, your stack, and your compliance needs.
Fully managed cloud services
Fastest time to value. Zero infrastructure to manage.
Fully hosted and managed by us. Ideal for teams that want to move fast and let Mage handle everything behind the scenes.
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Hybrid cloud deployment
Cloud control. Private data. The best of both worlds.
Let Mage handle the control plane in the cloud while your data stays in your private cloud environment.
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Private cloud deployment
You control everything. We run inside your cloud.
Deploy the full Mage Pro platform—management and data processing—inside your private cloud network.
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On-premises deployment
Total control. No internet dependency.
Mage Pro is deployed entirely on your own servers, inside your data center or local infrastructure.
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Operate smarter —
from development to production
Operating and iterating at scale takes less work when Mage AI handles the heavy lifting—so your team can focus on impact, not infrastructure.
Collaborate
Productive workspaces for data teams
Launch coding environments with an isolated file system, version control, and dedicated resources.
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Orchestrate
Orchestrate data on your timetable
Attach multiple triggers to a single pipeline, each with unique schedules and runtime parameter — code once, run limitless.
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Monitor
Observe the past, present, and future
Sleep easy with dashboards, structured logs, and real-time alerts—while AI looks ahead to predict and prevent downtime.
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Scale
Never overpay for unused infra
Scale intelligently—vertically and horizontally in real time—while maintaining peak performance and cutting costs by up to 40%.
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How the fastest-moving companies use Mage
Real workflows that power analytics, automation, and AI — all in one platform.
SQL & dbt
Build a trusted foundation for analytics
Mage runs your dbt projects and combines them with SQL and Python for flexible, reusable models. Create clean, tested data pipelines your whole company can trust.
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Data ingestion
Get fresh, trusted data
Mage connects to your data sources, keeps everything flowing, and lets you build and manage workflows without custom scripts — so your team moves faster with clean, reliable data.
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Business metrics
Move fast with data you can trust
Define metrics like revenue, retention, and CAC — and deliver them automatically wherever they’re needed. No conflicting logic, no manual work — just consistent data powering every decision.
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ML & LLMs
Make your AI work for the business
Mage automates every stage of your AI application — from data prep to prompt execution — so your models deliver real outcomes instead of sitting idle in notebooks.
See it in action
Mage is free to try and ready when you are. Launch your first pipeline in minutes, migrate effortlessly, and recover your precious developer time.
