MIVI
How MIVI deflected 58,242 post-purchase support actions — invoices, cancellations, and address fixes — saving roughly $273K and serving 31,269 orders without a support ticket.
- Headline result
- ~$0K
- Support cost avoided83.5% self-serve adoption

"GST invoices, cancellations, address fixes — at our volume these are not edge cases, they are the queue. Account Editor moved that entire queue onto the order page."
Every order ends with a question — moments that usually become support tickets. With Account Editor, MIVI's customers resolved them on their own, in seconds.
The questions that pile up after checkout.
At MIVI's scale on Shopify Plus, three recurring post-purchase requests were generating a relentless support queue — and most of them were entirely automatable.
I need a proper tax invoice for my order — where do I get it?
Email support, wait for a reply, get the GST invoice forwarded one ticket at a time. At thousands of orders a week, this scales as a queue, not a workflow.
Customer downloads the GST invoice directly from the order page — including a custom bulk-download flow for multiple orders at once.
Customers did this themselves 56,937 times.
I ordered by mistake — I need to cancel before it ships.
Email support and race the warehouse. Cancellations are time-sensitive and email never beats fulfilment.
Customer cancels on the order page within defined business rules — no ticket, no waiting, before pick-and-pack.
Customers self-cancelled 1,205 orders.
My address and contact details are wrong — fix them before delivery.
Email support and race against the clock, hoping the change lands before the order is picked and packed.
Update contact info and shipping address directly on the order — corrected at the source, no support thread needed.
Customers fixed their own details 100 times.

58,242 requests resolved before they reached a human.
83.5% of orders used Account Editor. 31,269 unique orders served without a support touch. The deflection rate translates directly into avoided support cost.
At tens of thousands of invoices, one at a time doesn't scale.
Most apps hand you one invoice at a time. MIVI needed bulk retrieval to handle India's GST workflow at volume, so Account Editor built a custom bulk-invoice-download flow for their order page — the kind of fit-for-purpose feature that turns thousands of tickets into a single customer action.
Invoices pulled on demand. Orders cancelled in seconds. Addresses fixed at the source. Three of the most common support reasons — handled without support.
58,242 actions, zero support tickets. 83.5% of orders used Account Editor. ~$273K in support cost prevented — without growing the team.
Measured across the MIVI deployment · Oct 2025 – May 2026Figures cover Oct 11, 2025 – May 25, 2026. Estimated support cost avoided is modelled from 58,242 measured self-service actions: $39,973 staff time (2 minutes per action at $20.59/hr ≈ 1,941 hours) plus $232,968 in avoided support contacts (58,242 × $4 per contact). Action counts are measured directly from the Account Editor deployment.
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