Live simulator

See the automations actually run

Three real workflow shapes, animated step by step. Not a video, not a screenshot: the same node sequence we build, with the branches and the exit conditions visible.

Reading the diagram

What the shapes mean

The differences between these three are not cosmetic. They are the reason platform choice matters.

Linear versus branching

The Zapier flow is a straight line. Every step runs, every time, and every step costs a task. That is fine at low volume and expensive at high volume.

The n8n flow branches on the scoring node, so low value leads never consume the expensive downstream steps. Self hosted, that saving is in compute rather than billing, but the design principle is the same.

Wait steps and exit conditions

The GoHighLevel flow contains waits measured in hours. A workflow that sits waiting is a workflow that can be overtaken by reality, which is why the exit condition matters more than any other node on the canvas.

Any reply, answer, or booking cancels every remaining step instantly. Without that, you text somebody four times after they already booked.

How we build them

The same six steps every time

  1. Map before you build

    Somebody watches the work happen. The documented process and the real one are never the same, and the difference is where the project succeeds or fails.

  2. Design the data contract

    Field by field: where it comes from, what it can contain, and what happens when it arrives empty. Most automation bugs are data bugs wearing a costume.

  3. Build the failure path first

    Error branches, retries with backoff, and dead letter handling go in alongside the happy path. Building them after is how you end up with silent failure.

  4. Replay real history

    A month of your actual records goes through the workflow before it touches production. It finds something roughly nine times out of ten.

  5. Ship behind a switch

    Live in shadow first, then with approval, then narrow autonomy. The dial moves on evidence, not on enthusiasm.

  6. Monitor and hand over

    Failure alerts to a channel somebody owns, a written runbook, a recorded walkthrough, and thirty days of support.

Want to see yours drawn like this?

Describe the process in the quote form and the reply includes a node level map of how we would build it, whether or not you go ahead with us.