The product

Follow one return, from arrival to recovered.

RefundMind is the operator's side of returns. This page walks a single case — RM-1247, a pair of wireless earbuds — through the four capabilities that turn a refund reflex into a managed operation: Cases, Decisions, Recovery, and Intelligence.

One case. Five moves. It arrives, it’s inspected, it’s decided, the recovery is booked, and the pattern is learned — all in one operation.

01 · CasesLive today

Every return becomes a case you can actually work.

A return lands from Shopify, Trendyol, a CSV export, or a manual entry, and RefundMind structures it the moment it arrives — customer, item, order, reason, and channel attached, with a timeline that records every event from intake on.

From there the operator works a queue, not an inbox: cases sort by urgency, filter by channel, reason, status, or value, and carry a full audit trail. Nothing lives in a spreadsheet, and no decision is unaccountable.

  • Multi-source intake — CSV and manual today; Shopify, Trendyol, email + WhatsApp on the roadmap
  • Auto-structuring at ingestion — customer, item, and reason attached, duplicates merged
  • Per-case timeline and full audit trail
  • Status flow: New → In Inspection → Pending Decision → Resolved
  • Queue by urgency; filter by channel, reason, status, or value; bulk operations
app.refundmind.com/cases/1247CASE

RM-1247 · Wireless Earbuds Pro

Customer #C-4012 · reason: “wrong size”

PENDING DECISION
Shopify#SO-88421$189.00

Timeline

Imported from Shopify

09:14

Auto-structured · customer + item + reason attached

09:14

Received at warehouse · inspection passed

11:02

Pending decision

now

app.refundmind.com/imports/newCSV

Map your export

order_idCase reference
skuItem
return_reasonReason
channelSource channel
412 rows · 4 fields matched12 duplicates merged

Onboarding: map any export, dedupe on import.

02 · DecisionsLive today

Four ways to resolve. One the system recommends.

A return is a choice, not a reflex: refund, exchange, store credit, or decline. RefundMind puts all four on the case and recommends the one your rules favour — with the rationale shown, so the operator sees why, not just what.

The operator confirms or overrides, and either way it is logged. Rules you write once apply across every matching case, and bulk decisions clear the similar ones in a single move.

  • Four-option decision panel on every case
  • Exchange resolution — the recovery path most tools skip
  • Rule engine: if-then conditions on reason, value, risk, and stock
  • Operator override with reason capture
  • Bulk decisions for similar cases
app.refundmind.com/cases/1247

RM-1247 · Wireless Earbuds Pro

Customer #C-4012 · reason: “wrong size”

$189.00

Resolution

Refund
ExchangeRECOMMENDED

reason: wrong size · replacement in stock

Store Credit
Decline
Confirm decision →operator override logged
03 · RecoveryLive today

The number your refund reflex was hiding.

When a case resolves as anything other than a full cash refund, that is recovery — and RefundMind books it in money. Per case, per channel, per period, refund-out sits against recovery-kept, so your recovery rate is a number instead of a feeling.

Recovery also closes the physical loop: once a unit is inspected, the operator dispositions it — restock, donate, or discard — so resalable stock goes back to the floor instead of a forgotten corner.

  • Per-case recovery amount, in financial terms
  • Refund-out vs recovery-kept, side by side
  • Recovery by method — exchange, store credit, restock, partial
  • Channel-level recovery comparison
  • Warehouse intake confirmation and disposition
app.refundmind.com/recovery
If refunded

−$189.00

money out

Resolved · Exchange

+$189.00

kept as recovery

Recovered · this month

$1,247,580

+18%
Exchange$642,300
Store Credit$381,250
Restocked$224,030
app.refundmind.com/warehouseINTAKE
RM-1247 · inspecteddisposition
Restockresalable · back to floor
Donateopened · not resalable
Discarddamaged

loop closed · unit returned to sellable stock

Disposition closes the loop — resalable units go back to stock.

04 · IntelligenceOn the roadmap

The patterns you can't see one case at a time.

Work one case at a time and the patterns stay hidden — which customers churn value through returns, which SKUs fail most, which channels carry the quiet cost. Intelligence is the layer that reads what Cases, Decisions, and Recovery already produce and turns it into signal.

It is on the roadmap, and we name it that way — not as shipped. The preview shows the direction: a risk read on the customer, the pattern behind a case, and the action that would prevent the next return.

On the roadmap

  • Customer risk scoring
  • Product-defect signal aggregation across cases
  • Channel-level risk surfacing
  • Returnless-refund recommendations
  • Auto-routing from detected patterns
app.refundmind.com/intelligence○ PREVIEW
Customer #C-40123 returns · 30d

Risk score

72 / 100

Pattern detected

3 returns in 30 days · all “wrong size” · same SKU

Suggested actions

Require photo evidence
Flag for operator review
Suggest sizing guide on next orderPREVENTS RETURN
The workflow

One case, start to finish.

The four capabilities aren’t separate products — they’re five moves on the same case, sharing the same data underneath.

  1. 01Case arrivesCases
  2. 02InspectedCases
  3. 03DecidedDecisionsRM-1247
  4. 04RecoveredRecovery
  5. 05Pattern learnedIntelligence

See it run on your own returns.

Book a demo and we’ll walk a real case of yours through all four capabilities — with your numbers, not ours.