Give failed orders, stock mismatches and disconnected handovers an owner, a controlled repair and proof that the work finished.
An order is paid, but the warehouse never receives the pick task. Retrying blindly could send it twice.
Stable record identifiers, read-after-write confirmation, retry limits, escalation deadlines and separate permissions for financial or stock changes.
Connect to existing systems where their APIs and permissions allow. Rules, approvals, reconciliation and recovery are agreed before any production write. AI may extract or classify; validated business rules control consequential actions.
Illustrative rules and records. This demonstration does not connect to your systems or claim a measured client result.
Count resolved cases, active investigation time, time to confirmed recovery and repeat failures. Closure needs a verified result, not a dismissed notification.
Capture a representative baseline, including difficult cases. Compare the same work mix after release and count review, rework and upkeep. Agree a measurement period that fits your volume.
The decisions and evidence to settle before a production rollout.
The design connects an exception to an owner, a next action and evidence of completion. Routine repairs can run where the business has explicitly authorised them and the integration permits them. Decisions outside that authority go to a person; an alert disappearing is not proof that the underlying work finished.
Before retrying, check whether the destination already accepted the action using its available identifiers or transaction status. Use stable operation identifiers and duplicate checks where supported. If the outcome cannot be established, hold the case for reconciliation rather than blindly creating another order, payment or stock movement.
Start with a recurring failure that has identifiable source records, an owner and a verifiable finish. Rank by frequency, handling effort and commercial impact, while separating estimates from measured losses. A narrow repair path is easier to validate than a promise to automatically fix every error across the business.
Start with a single failure type. Reconcile in read-only mode, then introduce approved repairs with duplicate protection and a manual fallback.
We first check what your current software already supports. Where it fits, n8n can coordinate steps alongside native integrations and custom code. You do not need to choose the technology before describing the problem.
The scope identifies data access, credentials, approvals, monitoring, failed-action recovery, hosting, licence costs and who maintains the system. Handover covers the agreed workflow definitions, code, operating notes and access. Customer-controlled infrastructure can be considered where appropriate.
n8n has cloud and self-hosted options; some team and governance features require a paid plan. The appropriate edition and responsibilities are confirmed during scoping. n8n deployment options.
