Warranty operations, unpacked
Field notes from running product fault claims at scale on Shopify — operations, customer experience, and the analytics that turn warranty data into product decisions.
How we cut peak-period warranty processing from 25 hours to under 4
When warranty claims swallow a part-time CX role every week, the answer isn't more headcount — it's a system that turns unstructured pain into structured decisions.
- Playbooks
How to talk to your manufacturer about a fault pattern
Ten dated photos beat a thousand 'customers are complaining' emails. A framework for supplier conversations that actually change production.
- Fault analytics
The hidden cost of warranty claims: COGS vs retail value
Finance sees refunds at retail. P&L impact is COGS + shipping. Reporting the wrong number changes which SKUs look 'expensive' to support.
- Product updates
Built for Shopify: what it means for warranty apps
BFS isn't a badge chase — it's a bar for embedded UX, performance, and merchant trust. Why we built Resolvi to meet it from day one.
- Customer experience
Reading customer fault photos: what to look for
Photos aren't just proof for approvals. They're early warning for batch defects — if you know what to scan for in 30 seconds.
- Playbooks
Why warranty claims need item-level decisions
Order-level returns logic breaks the moment one SKU fails in a multi-item order. Warranty needs per-line approve, deny, and credit — in one claim.
- Operations
The peak-season warranty stress test
Four questions to ask before peak hits — so you know whether your stack will break before your team does.
- Fault analytics
What your warranty data is telling you that your support team isn't
Support sees tickets. Product needs fault rates. Finance needs COGS. The same claim data can answer all three — if it's structured from intake.
- Playbooks
The 8 fault categories every Shopify brand should be tracking
If your warranty data isn't structured from the first submission, you can't compute on it. Here are eight fault categories that work across apparel, footwear, and hard goods — and why 'quality issue' isn't one of them.
- Fault analytics
What a fault gallery actually does for your product team
Spreadsheets summarise faults. Galleries let your product team see them. The difference shows up in your next manufacturing run.
- Customer experience
Five warranty messages that turn disasters into loyalty moments
A failing product is a brand stress test. The exact words you use in the next four messages decide whether the customer comes back.
- Playbooks
The Shopify warranty stack: combining helpdesk, returns, and fault claims
Three tools, three jobs. Here's how to wire them together so warranty claims stop colliding with general support.
- Product updates
Resolvi 2.0: structured fault data, faster decisions
A cleaner customer portal, item-level decisions on every claim, and a fault gallery that finally makes warranty data feel like product data.
Ready to cut warranty busywork?
Structured fault claims, item-level decisions, and automated Shopify execution — built by operators who lived the problem.
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