Capability

Workflow Automation

Reliable business processes, written as real code. Approvals, retries, scheduling and full audit trail. The kind of automation that does not break the moment things get serious.
workflow: invoice-approval running
fetchInvoice
240ms · cached
200
validateAmount
12ms
ok
awaitApproval
paused · 2d 4h
postToLedger
queued

The engine for processes you depend on

Most automation tools are great for small, simple tasks. Once a process spans multiple systems, multiple approvals, and runs for longer than a few seconds, they start to break.

dataflows is built for the other side. It runs your business processes as real software: versioned, tested, monitored, and resilient.

Built to keep running

Every step of every workflow is saved. If a server restarts, the workflow continues exactly where it stopped. If an external system is down, the workflow waits and retries. If something fails for good, you see exactly what went wrong and where.

This makes it safe to write processes that take days or weeks: invoice approvals, customer onboarding flows, multi step contracts, anything that needs to wait for a human or for an event.

Versioned like real software

Workflows live in your code repository. They go through code review. They run automated tests before going live. When something needs to change, you change it like you change any other piece of software. No surprises, no untraceable edits in a UI.

Key Features

Long running processes
Workflows can run for seconds, days or months. They wait for events or approvals without using server resources.
Built in retries
Failed steps retry automatically with smart backoff. Permanent failures show up in the dashboard for review.
Versioned in Git
Treat your business processes like software. Branch, review, test and deploy with the tools your team already uses.
Full audit trail
Every run, every step, every input and output is logged. You always know what happened and why.
Human in the loop
Pause a workflow until a human approves. Email, Slack or dashboard. Resume automatically when the decision comes in.

Ready for automation that just works?

Tell us about your process. We will tell you if and how dataflows can help.