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Order Management & Fulfillment / Order Exceptions, Holds & Fraud

Order Exception Command Center: One Queue for Every Stuck Order

Pull credit holds, fraud flags, bad addresses, missing info, and stuck orders out of a dozen scattered places into one prioritized, aging queue with clear owners — and approve the daily refresh and every owner notification before they fire.

IntermediateA weekendBuilds onNext.jsSupabaseResend
What you'll build

A web tool where you import your orders and every kind of exception flag, AI unifies them into one prioritized queue with owners and aging, you review and approve the daily refresh and any owner reassignments, the tool emails owners their work, and you export an aging exception report in the exact columns your systems expect.

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Before you start

  • A Supabase account (free)
  • A Vercel account (free)
  • A Resend account (free)
  • Your orders export (CSV or Google Sheet)
  • Your exception-flag exports from each step that raises them (credit hold, fraud, address, missing info, stuck)
  • Claude Code or any AI coding agent

The problem this kills

Order exceptions don't live in one place. A credit hold sits in the ERP. A fraud flag lives in your payment screening tool. A bad address shows up in the shipping app. "Missing the customer PO" is an email in someone's inbox. "Stuck — no movement in 3 days" is a feeling your sharpest CSR has on a Tuesday.

So nobody has a single view. Orders age quietly in the gaps between systems. Two people work the same flag while a third ages out unnoticed. When a manager asks "what's our exception backlog and who owns it?", the honest answer is "let me pull five reports and stitch them together." By the time it's stitched, it's stale.

You don't need a six-figure platform or a developer to fix this. You can build one prioritized queue — every exception type, an owner, and an aging clock — and you can build it this weekend by describing it to an AI agent.

What you'll build

A private web app for your ops team that:

  • Imports your orders and your exception flags from every source — credit hold, fraud, bad address, missing info, stuck — and unifies them into one clean schema.
  • Deduplicates so the same problem can't appear twice (one row per order ID + exception type).
  • Builds a single prioritized queue, sorted by severity and age, with a clear owner on every row and a live aging clock.
  • Lets you assign and reassign owners, and proposes a daily refresh that you review before it goes live.
  • Emails each owner their open exceptions — but only after a person approves the send.
  • Exports an aging exception report in the exact columns your reporting or ERP expects.

What's inside the Implementation Plan

The plan is a single file you paste into an AI coding agent. It walks the agent through the whole build, step by step, and every step ends with a ready-to-copy prompt.

It opens by interviewing you about your business — your exception sources, your field names and order-ID format, your severity and aging rules, your peak volumes, and your messiest edge cases — so the tool is tailored to how you actually work, not a generic template. The agent reflects a short spec back to you and waits for your thumbs-up before it builds anything.

From there it builds the unified data model, the import and dedupe logic, the prioritized queue with owners and aging, the approval gates, the owner-notification emails, and the aging-export. It also includes a "No API yet?" path so you can run entirely from Google Sheets / CSV today, with no integration to your ERP required.

The governance it includes (this is the point)

This isn't a toy. Governance is built in from the first step:

  • Login so only your team can open the tool.
  • Row-level security so each organization only ever sees its own orders and exceptions.
  • A complete audit trail — who imported what, who reassigned an owner, who approved a refresh or a notification, and when.
  • A human-in-the-loop approval gate — the daily refresh and any owner reassignments or emails are drafted by the tool and only fire after a person reviews and approves them. Nothing touches your system of record or hits an inbox on its own.
  • Duplicate guards — the order ID + exception type key means the same exception can't be processed or emailed twice.

Who it's for

Ops managers and CSR leads who are tired of stitching five reports together to answer one question. If exceptions in your shop live in the ERP, the fraud tool, the shipping app, and three inboxes — and orders quietly age in the cracks — this is for you. No coding background needed.

You've got this — paste the first prompt and let the agent interview you.

Gated download

Enter your email — the plan downloads instantly and a copy lands in your inbox.

By submitting your email you'll also receive the weekly runbookify newsletter. You can unsubscribe at any time.