Ingest, transform, orchestrate, monitor, and activate data in one programmable system
Ingest, transform, orchestrate, monitor, and activate data in one programmable system
Build workflows
your business depends on
Build workflows your business depends on
Go from raw sources and custom logic to outputs
teams can trust, reuse, govern, and act on.
Go from raw sources and custom logic to outputs teams can trust, reuse, govern, and act on.
Fresh data
Reusable context
Operational action
Governed execution
Keep data current across the systems that need it.
Fresh data
Reusable context
Operational action
Governed execution
Keep data current
across the systems that need it
When data work
outgrows your stack
When data work outgrows your stack
Replace brittle scripts, fragmented tools, messy handoffs,
and ad hoc governance with one execution layer.
Replace brittle scripts, fragmented tools, messy handoffs, and ad hoc governance with one execution layer.
Brittle Execution
Brittle Execution
Turn scripts, cron jobs, notebooks, and manual jobs into scheduled runs you can monitor, retry, inspect, and trace.
Turn scripts, cron jobs, notebooks, and manual jobs into scheduled runs you can monitor, retry, inspect, and trace.
Fragmented tooling
Fragmented tooling
Unify work spread across connectors, dbt, BI, APIs, SaaS tools, and scripts into one execution layer from source to output.
Unify work spread across connectors, dbt, BI, APIs, SaaS tools, and scripts into one execution layer from source to output.
Messy data
Messy data
Apply custom cleanup, validation, and standardization without trapping logic in one-off scripts.
Apply custom cleanup, validation, and standardization without trapping logic in one-off scripts.
Lack of control
Lack of control
Add visibility, permissions, secrets, auditability, and deployment control as usage spreads across teams.
Add visibility, permissions, secrets, auditability, and deployment control as usage spreads across teams.
The layer that turns
data and logic into action
The layer that turns data and logic into action
Turn existing data into actionable outputs your teams and products need.
Turn existing data into actionable outputs your teams and products need.
Step 1
Step 1
Connect
Connect
Bring in data from databases, warehouses, SaaS tools, files, APIs, streams, dbt projects, and scripts.
Bring in data from databases, warehouses, SaaS tools, files, APIs, streams, dbt projects, and scripts.
Step 2
Step 2
Execute
Execute
Run logic that transforms, validates, orchestrates, and monitors data with Python, SQL, R, dbt, and AI.
Run logic that transforms, validates, orchestrates, and monitors data with Python, SQL, R, dbt, and AI.
Step 3
Step 3
Deliver
Deliver
Send actionable outputs to the teams, products, applications, dashboards, APIs, and agents that need them.
Send actionable outputs to the teams, products, applications, dashboards, APIs, and agents that need them.
Support domain-owned workflows without losing governance, observability, or control.
Built for real production
data use cases
Built for real production data use cases
Run the data work behind reporting, products, operations, and AI.
Run the data work behind reporting, products, operations, and AI.
Keep data fresh across systems
Keep data fresh across systems
Move data from APIs, databases, SaaS tools, files, streams, and warehouses when standard connectors are not enough.
Move data from APIs, databases, SaaS tools, files, streams, and warehouses when standard connectors are not enough.
API, database, file, and warehouse syncs
Batch, streaming, and scheduled refreshes
Custom ingestion for non-standard sources
Orchestrate dbt with the rest of your stack
Orchestrate dbt with the rest of your stack
Run dbt with upstream checks, downstream actions, alerts, retries, scheduling, and Python/SQL logic around it.
Run dbt with upstream checks, downstream actions, alerts, retries, scheduling, and Python/SQL logic around it.
dbt jobs with upstream dependency checks
Python and SQL logic around warehouse transformations
Downstream delivery after models finish running
Standardize messy operational data
Standardize messy operational data
Turn spreadsheets, PDFs, XML, SOAP, public datasets, customer files, and schema variations into usable outputs.
Turn spreadsheets, PDFs, XML, SOAP, public datasets, customer files, and schema variations into usable outputs.
File, vendor, and public dataset processing
Schema mapping, validation, and normalization
Reusable outputs from inconsistent source formats
Automate reporting and alerts
Automate reporting and alerts
Refresh reports, detect exceptions, and send outputs to the teams that need them.
Refresh reports, detect exceptions, and send outputs to the teams that need them.
Scheduled reporting refreshes
Data quality, pacing, and exception alerts
Dashboards, spreadsheets, and team alerts
Power product and API workflows
Power product and API workflows
Move transformed data into product databases, internal APIs, customer-facing systems, and downstream services.
Move transformed data into product databases, internal APIs, customer-facing systems, and downstream services.
Product database updates
Internal API and service integrations
SFTP, CRM, webhook, and callback-based delivery
Run AI, ML, and recommendation workflows
Run AI, ML, and recommendation workflows
Prepare context, run models, process LLM outputs, trigger agents, and deliver AI results into production systems.
Prepare context, run models, process LLM outputs, trigger agents, and deliver AI results into production systems.
AI-ready context preparation
Model scoring, feature prep, and recommendations
LLM classification, enrichment, and agent workflows
One system for
production data work
One system for production data work
Develop, test, schedule, monitor, scale, and deliver
data workflows without stitching tools together.
Develop, test, schedule, monitor, scale, and deliver data workflows without stitching tools together.
Flexible development
Flexible development
Write real logic with the languages, tools, and patterns your team already uses.
Write real logic with the languages, tools, and patterns your team already uses.
Python
SQL
R
dbt
Custom connectors
Reusable blocks
Templates
AI-assisted building
Visual, interactive building
Visual, interactive building
Build, test, validate, and debug each step with structure around the code.
Build, test, validate, and debug each step with structure around the code.
Visual graph
Block-level runs
Data previews
Code + output
Interactive editor
Notebook-style UX
Validation checks
Production orchestration
Production orchestration
Run recurring, event-driven, and dependency-aware work without managing separate orchestration glue.
Run recurring, event-driven, and dependency-aware work without managing separate orchestration glue.
Schedules
API triggers
Webhooks
Backfills
Pipeline chaining
Dependency checks
Runtime variables
Scalable execution
Scalable execution
Handle high-volume, parallel, dynamic, and long-running data work.
Handle high-volume, parallel, dynamic, and long-running data work.
Dynamic blocks
Parallel execution
Fan-out / fan-in
Streaming
Batch processing
Autoscaling
High concurrency
Observability and recovery
Observability and recovery
See what ran, what failed, and what needs attention.
See what ran, what failed, and what needs attention.
Run history
Pipeline logs
Block-level logs
Monitoring
Alerts
AI debugging
Targeted reruns
Data quality checks
Operational activation
Operational activation
Send outputs to the systems, teams, and products that need to act on them.
Send outputs to the systems, teams, and products that need to act on them.
API calls
SFTP exports
Slack alerts
CRM updates
Webhooks
Callbacks
File delivery
Event-triggered actions
Governance and team control
Governance and team control
Let more teams build safely without losing visibility or control.
Let more teams build safely without losing visibility or control.
Workspaces
RBAC
Secrets
Git
Version control
Auditability
Deployment controls
Environment separation
Managed infrastructure
Managed infrastructure
Run production data work without managing the platform yourself.
Run production data work without managing the platform yourself.
Managed hosting
Automatic upgrades
Autoscaling
Operational support
Hybrid cloud
Support SLAs
Give AI the context it needs
to work in production
Give AI the context it needs to work in production
Turn data workflows into reusable business context
that agents can safely act on.
Turn data workflows into reusable business context that agents can safely act on.
Understand the business
Understand the business
Reusable definitions, metadata, and validated outputs.
Reusable definitions, metadata, and validated outputs.
Trust the data
Trust the data
Fresh workflows, tests, lineage, monitoring, and observability.
Fresh workflows, tests, lineage, monitoring, and observability.
Act safely
Act safely
API calls, alerts, reports, system updates, and workflow triggers.
API calls, alerts, reports, system updates, and workflow triggers.
Stay governed
Stay governed
Permissions, secrets, auditability, access boundaries, and deployment controls.
Permissions, secrets, auditability, access boundaries, and deployment controls.
Deploy and run your way
Deploy and run your way
Choose fully managed cloud or deploy into your own infrastructure
for greater control over data, networking, and security.
Choose fully managed cloud or deploy into your own infrastructure for greater control over data, networking, and security.
Fastest time to value. Zero infra to manage.
Fastest time to value. Zero infra to manage.
Fully managed cloud
Fully managed cloud
Start building without managing servers, upgrades, scaling, or platform operations.
Start building without managing servers, upgrades, scaling, or platform operations.
Hybrid cloud, private cloud, and on-premises.
Hybrid cloud, private cloud, and on-premises.
Deployed into your infrastructure
Deployed into your infrastructure
Run workloads in your environment while Mage manages upgrades, monitoring, & ops.
Run workloads in your environment while Mage manages upgrades, monitoring, & ops.
Get Started
Get Started
Connect your data, build your first workflow, and deliver production-ready outputs in minutes.
Connect your data, build your first workflow, and deliver production-ready outputs in minutes.
Product
Solutions
Made in Silicon Valley © 2026
Product
Solutions
Made in Silicon Valley © 2026