A workflow is a declaration, not a script. Each step names the capability it uses, whether it reads, reasons, writes, or waits for a person, and which guardrails it must clear before it proceeds.
These ship with the platform. Notice that every step declares its mode and its required guardrails — that declaration is what makes the workflow reviewable before it ever runs.
A read-only, evidence-backed summary of material changes across approved business systems.
Enriches an inquiry, recommends priority and ownership, obtains approval, and creates an employee task.
A read-only report and a workflow that moves money should not clear the same bar. Declaring a class up front means the right controls apply automatically instead of being remembered.
Automation that only works on the happy path isn't automation, it's a demo. This is the machinery that runs when a worker dies mid-job or a vendor times out.
Each request is canonicalized and fingerprinted, then atomically claims an organization-scoped key. An identical request in flight returns the original execution identifier instead of running twice.
A failed execution leaves its claim leased until expiry. A later request reacquires the expired lease, increments the attempt, and keeps the original logical execution identifier.
Encrypted checkpoints mean an approval that arrives hours later resumes at the precise step it paused on — using the configuration revision that was in force when the job was enqueued.
Atomic worker leases, capped backoff, and dead-letter handling by category. Failures are audited as coarse categories, never as raw exception messages or vendor response bodies.
An honest limit: this design provides safe request replay and stable downstream keys. It does not claim universal exactly-once delivery — an external vendor must honor the idempotency key it is given, or a connector must reconcile that vendor's state, to prevent duplication after an ambiguous network failure.
Most teams start with a single recurring workflow that spans two or three systems. Call us and we'll map it end to end — the steps, the approvals, and where it can safely run without you.
