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Demo · Workflow Automation

The process that runs itself — and tells you when it can't.

Automate the multi-step processes that span your systems — onboarding, syncs, approvals, notifications — with retries when a step fails and full observability of every run. The clever part is easy; we build the dependable part, so you can trust it to run unattended.

cross-system steps/retries + dead-letter/full observability/set once, runs
Map the process once — then let it run across every system.
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01The idea

A person is the glue holding that process together. They shouldn't be.

Almost every team has one: a multi-step process that someone runs by hand — copy this into that system, wait, check, update the spreadsheet, send the email, remember the follow-up. It works until that person is busy, ill, or leaves, and it quietly fails in ways no one notices until a customer does. This demo shows the alternative: the process mapped once and run automatically across every system it touches, with retries when something hiccups and full visibility into every run. The clever part — connecting the steps — is the easy bit. The dependable part — making it survive the real world — is what we actually build.

02What it does

Steps, across systems, that survive failure.

  • 01

    Build the flow

    Map a process as ordered steps and branches — triggers, conditions, and actions — once, in one place instead of in someone's head.

  • 02

    Run across systems

    Each step acts on the right tool — CRM, billing, email, database, APIs — with one step's output feeding the next, automatically.

  • 03

    Retry, don't break

    Transient failures retry with backoff; a step that keeps failing dead-letters and alerts, instead of silently breaking the chain.

  • 04

    Observe every run

    See which step a run is on, what data passed through, and exactly what failed and why — then replay it once it's fixed.

A hand-drawn workflow flowchart of steps and decisions on a whiteboard pad
The process on paper becomes the process that runs.
03How a run works

One event in, a whole process done.

  1. 1TriggerAn event starts it
  2. 2StepsOrdered actions
  3. 3SystemsEach tool, in turn
  4. 4RetryOn any failure
  5. 5ObserveEvery run, visible

An event fires the workflow; it runs the ordered steps, acting on each system in turn and passing data along; if a step fails it retries, and if it can't recover it dead-letters and alerts instead of breaking silently; and the whole run is recorded, so you can see exactly what happened and replay it if needed. A process that used to need a person now needs only a glance.

Dependable, not just clever.

Retries, dead-letter handling, and observability — so it runs while you sleep.

04Map it once

From a whiteboard to a working flow.

Most processes already exist as a diagram in someone's head or on a whiteboard. We turn that into a real, running workflow — the steps, the branches, the “if this then that” — so the logic lives in a system everyone can see and change, not in one person's memory. Change the process later, and you change it in one deliberate place.

  • Your real process, captured as ordered steps and branches
  • The logic lives in one place — visible and version-controlled
  • Change it deliberately, not by retraining a person
Someone mapping a process with sticky notes in a bright modern office
The process out of someone's head and into a system.
Two people reviewing a status table on a laptop in a bright office
Every run on the record — inspectable, and replayable.
05Retries & observability

Automation you can trust unattended.

The reason most automation never gets trusted with anything important is that it fails silently. We build the opposite: transient errors retry, persistent ones dead-letter and alert, steps are idempotent so retries are safe, and every run is recorded so you can see and replay exactly what happened. The unglamorous reliability work is the whole point.

  • Automatic retries with backoff; dead-letter + alert on real failures
  • Idempotent steps — a retry never double-charges or duplicates
  • Every run recorded, searchable, and replayable
06Where it earns its keep

For the process you keep doing by hand.

  • Ops teams running manual processes

    When a person is the integration between your tools — copying, checking, chasing — that person's time is exactly what automation gives back.

  • Teams who've outgrown no-code tools

    When Zapier or Make can't handle the branching, the reliability, or the volume your process needs, this is the next step up.

  • Anyone burned by a silent automation

    If you've had a 'set-and-forget' automation forget without telling you, retries and observability are the difference between trust and dread.

A clean process diagram and wireframe steps pinned on a bright wall
Whatever the process, the goal is the same: it runs itself.
A bright, premium co-working space with someone working on a laptop

Give the busywork to the machine.

A process mapped once, run reliably across every system — and watched.

07Questions

The things teams ask first.

The multi-step, multi-system processes a person currently shepherds by hand: customer onboarding, data sync between tools, approval chains, scheduled jobs, notifications, document generation, and the long tail of 'when X happens, do Y then Z' work. If a process has clear steps and touches more than one system, it's a candidate. We start with the one that's costing the most time or causing the most errors, automate it end to end, and expand from there.

Automate the process — reliably.

This Demo Lab build shows the pattern — build a flow, run it across systems, retry on failure, observe every run. Tell us about the process your team keeps running by hand, and we'll map it and scope automating it end to end.