Everything a serious data workflow needs. In one window.
QueryFlow collapses your SQL client, your Python notebook, and your job scheduler into a single native Mac app. No tab switching. No cloud bill. No DevOps.
Claude writes the query. You ship it.
Schema-aware Claude AI lives inside the editor. It reads your tables, your query results, and your recent errors automatically. Ask "what does this error mean?" or "write me a query for customers_raw" — no more pasting schemas into chat.
SQL → Python → Scheduled.
SQL cells and Python cells in the same notebook. Query results auto-inject as a pandas DataFrame named df.
SELECT * FROM customers;
# Python cell — df ready
df.groupby('region').sum()
Pure Swift. Pure SwiftUI.
Not Electron. Not Java. Built native for Apple Silicon and Intel. Liquid Glass surfaces. Instant startup. Credentials live in macOS Keychain.
One click. 0.8 seconds.
Map source columns to destination fields visually. Hit AI Map and QueryFlow matches them instantly using 25 synonym groups. Runs entirely on-device.
Cells share state automatically.
Bundled Python 3.12 with pandas, numpy, matplotlib, plotly, boto3, paramiko. No pip install. The runtime is local — your data never leaves your Mac.
Draw your pipelines. Not your config files.
Source on the left, target on the right. Draw bezier curves between fields. Insert, update, or upsert. Any source, any destination.
Schedule it. Forget it.
Cron, interval, daily, weekly, or manual. Jobs run while your Mac sleeps and catch up automatically on wake. Multiple destinations per job, in parallel.
Monitor everything.
Live run timeline, per-job analytics, success rates, and connection health. Failure alerts with full stack traces. One dashboard for every pipeline you've built.
Deliver anywhere.
Copy CSV, copy JSON, export Excel, or auto-deliver to S3, SFTP, email, Google Sheets, or back into any warehouse.
7 sources. 9 destinations.
Connect cloud warehouses, local databases, spreadsheets, and CRMs — all from one app. Credentials live in macOS Keychain. OAuth tokens auto-rotate.