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automation

Automation Vibes Weekly #7: Manufacturing Handoffs That Don't Break

Fixing the broken handoffs in manufacturing and logistics. Learn how to cut cycle time and exceptions using a simple automation stack without ripping out your ERP.

AC

Alex Cinovoj

Founder, TechTide AI

Sep 19, 20259 min read
#manufacturing#logistics#n8n#erp

The Handoff Problem

Welcome to Automation Vibes Weekly #7! This week, we wire the handoffs that actually slow down manufacturing and logistics—sales→ERP work orders, PIM→store syndication, and last-mile comms.

The Simple Trio

Using a simple stack plus guardrails, we show how to cut cycle time and exceptions without ripping out your ERP or EDI:

  • Orchestrator: n8n coordinates between systems
  • Tiny Front End: Lovable.dev for approval screens
  • AI Helper: Manus AI for exception handling
  • The Handoffs We're Fixing

    Sales → ERP Work Orders

    Before: Sales emails ops, ops manually creates work order, delays ensue After: CRM status change triggers n8n, work order auto-created with approval step

    PIM → Store Syndication

    Before: Product updates manually pushed to each channel After: Single source of truth syndicates automatically with validation

    Last-Mile Communications

    Before: Delivery updates via phone calls and manual texts After: Automated status notifications with exception escalation

    Guardrails That Matter

    // Retry logic for failed handoffs
    

    const MAX_RETRIES = 3;

    let attempt = 0;

    while (attempt < MAX_RETRIES) {

    try {

    await pushToERP(workOrder);

    break;

    } catch (error) {

    attempt++;

    await logException(error, workOrder);

    if (attempt === MAX_RETRIES) {

    await routeToExceptionQueue(workOrder);

    }

    }

    }

    Exception Queue

    When automation fails, humans need visibility:

    • Dashboard shows failed handoffs
    • One-click retry or manual override
    • Full audit trail for compliance

    Shadow Mode

    Test new automations without disrupting production:

    • Run automation in parallel with manual process
    • Compare outputs before going live
    • Build confidence before cutover

    One-Handoff Pilot Playbook

  • Pick your worst handoff: The one causing the most pain
  • Map the current state: Document every step, every system
  • Design the target state: Simple, with exception handling
  • Build in n8n: Start with logging only (shadow mode)
  • Measure for one week: Track time saved, exceptions caught
  • Go live: Switch from shadow to active
  • KPIs to Prove ROI

    • Cycle Time: Time from trigger to completion
    • Exception Rate: Percentage requiring manual intervention
    • Touch Count: Human interactions per transaction

    Track these before and after—the numbers make the case for expansion.

    More manufacturing automation patterns in the TechTide AI Newsletter: techtideai.beehiiv.com

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