Move data from anywhere
to anywhere. Automatically.
DataFlow connects your databases, cloud services, and files into scheduled, auditable pipelines — no custom integration code required. Define your source, your target, your strategy, and let DataFlow handle the rest.
Connect to the systems you already use
Everything your team needs to manage data pipelines
DataFlow covers the full lifecycle — from connecting a source to monitoring the last run.
Task-Based Pipelines
Each pipeline task defines a source query, a target table, and a loading strategy. Run it once or put it on a schedule — DataFlow handles the rest.
Flexible Loading Strategies
Choose from composable strategies — append, upsert, full refresh, schema evolution, or rebuild. Mix and match to match exactly how your data needs to land.
Cron Scheduling
Schedule any pipeline to run hourly, daily, weekly, monthly, or with a custom cron expression. DataFlow runs it in the background with full history logged.
Real-Time Execution Logs
Watch your pipeline run live. Logs stream in real time with color-coded levels — info, warning, error — so you can pinpoint exactly what happened and when.
Data Explorer
Query any connected source ad hoc — SQL, SOQL, ServiceNow syntax, or S3 prefixes. Preview results, export to CSV, or turn a query directly into a scheduled pipeline task.
Team-Based Access Control
Organize work into isolated teams with three permission levels — Admin, Member, and Viewer — so each person sees and can do exactly what their role requires.
From connection to automated pipeline in minutes
No code. No custom integrations. Just configure, run, and monitor.
Connect Your Sources & Targets
Add connections to your databases, cloud services, or files. DataFlow tests the connection and securely stores credentials — sensitive fields are never displayed again after setup.
Define a Task
Pick a source, write your query (SQL, SOQL, or a file path), choose a target table, and select a loading strategy. Use the Data Explorer to validate your query before saving.
Schedule & Monitor
Set a schedule or run on demand. Every execution is logged — records processed, duration, status, and a full line-by-line log — so your team always has a complete audit trail.
Control exactly how data lands in your target
Strategies are composable — combine them to match your exact use case, or choose a preset.
See DataFlow with your own data sources
Get a personalized walkthrough using the connectors and pipeline patterns relevant to your team — no generic demos.