Run data and AI workflows across every team with control
This customer sync failed overnight. What happened?
Mage
The Salesforce write step failed because the API rejected 43 records with missing account domains. Yesterday's enrichment run returned empty domains for one provider.
- retry the failed records after enrichment completes
- add a check that catches missing domains before the Salesforce step
- notify the CS Ops channel if this happens again
The workflow is paused before writing more records. Review the repair plan?
Mage gives enterprise data teams one governed execution layer to build, operate, secure, scale, and extend production workflows across the company.
Govern every team and workflow
Give every domain team room to build while keeping access, environments, credentials, and production changes under control.
Team spaces. Give each domain team isolated pipelines, code, resources, and ownership.
Access control. Control who can build, run, deploy, approve, and modify workflows across teams.
Release controls. Separate dev, staging, and production with reviews, logs, secrets, and controls.
Scale production execution
Run high-volume workflows with dynamic execution, parallel processing, streaming, and failure isolation built into the workflow layer.
Dynamic runs. Branch workflows at runtime from data, inputs, execution state, and workload size.
Parallel runs. Split large workloads into independent units that run concurrently.
Stream recovery. Process records as they arrive, isolate failures, and preserve lineage.
Extend and deploy your way
Connect Mage to your enterprise stack, control it through APIs, and run it where your data and security requirements demand.
API-first control. Control workflows, infrastructure, resources, and execution programmatically.
Custom services. Run custom services, packages, images, and integrations inside your Mage environment.
Flexible deployment. Use Mage Cloud, hybrid cloud, private cloud, or on-prem depending on where your data needs to stay.
Expert help from pilot to production
Guided implementation Plan your architecture, configure your environment, provision resources, and launch with experts.
Pipeline migration Move existing pipelines, dbt projects, scripts, and legacy systems into Mage without rebuilding alone.
Production support Get priority help for critical workflows, deployment issues, integrations, bugs, and production blockers.
Ongoing expertise Access training, optimization reviews, technical account support, and roadmap guidance as your usage grows.
Start a trial
Talk with Mage about production data workflows, AI-ready context, managed deployments, and security requirements for your team.
Find workflows for your industry
Automate recurring work that drives revenue, meets deadlines, and gives your team time back.
Accounting firms
Reconcile client closes. Cut spreadsheet assembly.
Ad-funded media
Match ads to orders. Get delivery bill-ready.
Aerospace and defense
Review material shortages. Keep program reports current.
Air cargo
Check cargo documents. Keep handoffs moving.
B2B software
Unblock customer imports. Keep go-lives moving.
Book publishers
Match sales and returns. Get statements ready.
Casinos & Gaming
Measure gaming contribution. Improve player retention.
Catalog retailers
Get mailing files ready. Keep campaigns on time.
Colleges
Reconcile reporting data. Meet submission dates.
Commercial Banking
Prepare mortgage files. Originate personal loans.
Construction
See project changes. Review cost and delays.
Consumer Lending
Prepare loan files. Review loan holds.
Credit Unions
Prepare member loan files. Fund personal loans.
Credit Unions HR and ComplianceCredit Union HR
Prepare HR reviews. Keep evidence ready.
Defense Manufacturing
Track contract changes. Prepare delivery evidence.
Delivery logistics
Attach delivery evidence. Get shipments bill-ready.
Ecommerce
Explain sales payouts. Resolve cash differences.
Education
See student progress. Focus teacher support.
Employee benefits captives
Connect employer records. Prepare renewals and forecasts.
Energy & utilities
Match bills and payments. Keep exceptions visible.
Energy assets
Connect site telemetry. See current asset data.
Energy retailers
Resolve billing gaps. Keep billing on time.
Finance and accounting
Automate finance prep. Give your team time back.
Financial services
Prepare client reports. Reconcile account data.
Grant programs
Link outcomes to records. Prepare funder reports.
Health Benefits AdministrationHealth benefits
Forecast funding. Match payments.
Healthcare
Prepare patient records. Resolve intake gaps.
Healthcare claims
Identify unpaid claims. Focus staff follow-up.
Hotels & Resorts
Grow stay and dining profit. Reconcile daily revenue.
Insurance brokers
Find missing commissions. Match carrier deposits.
Investment firms
Reconcile custodian data. Start each cycle ready.
Law firms
Check e-billing files. Resolve rejected bills.
Loan servicing
Keep loan queues current. Focus collections staff.
Manufacturers
Find material shortages. Protect production plans.
Maritime
Prepare port-call files. Find submission gaps.
Marketing
See campaign performance. Guide the next budget.
Media agencies
Catch overspend early. Keep budgets on track.
Mining
Match hours and workers. Prepare required reports.
Oil and gas
Match production volumes. Resolve reporting gaps.
Payments
Explain settlement gaps. Match payouts to ledgers.
Pharma labs
Match results to samples. Keep lab review moving.
Pharmacies
Find stock and receipt gaps. Prepare replenishment.
Print production
Complete job tickets. Keep print jobs moving.
Provider networks
Match provider changes. Keep directories aligned.
Public programs
Match program spending. Prepare required reports.
Residential mortgage lenders
Prepare loans for underwriting. Understand loan profitability.
Retail
Keep stock reviews current. Resolve order holds.
Savings Institutions
Check home loan files. Originate personal loans.
School reporting
Prepare student reports. Find gaps before filing.
Specialty Pharmaceuticals
Connect commercial reporting. Reconcile data and spot changes.
Staffing and payroll
Find time and record gaps. Keep payroll on schedule.
Telecom and ISPs
Match usage to charges. Find gaps before billing.
Water utilities
Check meter readings. Keep billing on time.
Wholesalers
Resolve order-data holds. Keep fulfillment moving.
