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Lumtry
Refund operations · For Shopify-first merchants

Refunds, handled faster — with control intact.

Routine refund automation, approval-based oversight and clear audit trails in one workflow — across Stripe and PayPal, with a human on every higher-risk case.

Lumtry — product interface
Lumtry
Agnotiq agent · In production

Lumtry helps small businesses handle refunds faster — with less effort and more control. It brings routine automation, approval-based oversight and clear audit trails into one simple workflow.

Instead of forcing teams into rigid automation or endless manual review, Lumtry gives you a practical middle ground. It moves low-risk cases forward automatically, while keeping higher-risk refunds visible for a quick review in your dashboard or in Slack.

Refunds are a task that quietly slows teams down

When every request needs manual attention, response times suffer, support queues grow and the work gets harder to manage consistently. Lumtry cuts that drag by handling more of the routine up front — while keeping the cases that matter in human hands.

What Lumtry does

Routine cases, automated

Low-risk refunds move forward on their own, so your team spends less time on repetitive admin.

Higher-risk stays reviewed

Policy-based rules keep risky cases visible for a human check — protecting you from mistakes and overreach.

Approve from anywhere

Owners and operators approve or deny cases in a tap, from a dashboard or straight inside Slack.

One place for Stripe & PayPal

Refund workflows across both processors stay clean as you add more sales volume.

92%
Routine cases auto-handled
1-tap
Approvals from dashboard or Slack
Full
Audit trail on every decision

A clear workflow on every case

Your team can move faster without losing the confidence that each decision was handled properly. Every action is tied to a workflow, so you always know what happened, who approved it and why it moved forward.

The refund workflow
  1. 1
    Request

    A refund request comes in and Lumtry logs it against a clear, trackable case.

  2. 2
    Assess

    Policy rules separate low-risk cases from those that need a human eye.

  3. 3
    Decide

    Routine cases move automatically; higher-risk cases wait for a one-tap approval.

  4. 4
    Record

    Every action is tied to a timeline and export, so reconciliation and reporting stay simple.

Automate the routine, review what matters, record everything
Lumtry refund cases dashboard with approvals, audit trail and Slack approval card.
Refunds, done right

Built for busy teams

Lumtry is a strong fit for Shopify-first small and mid-sized businesses that need a smarter way to manage refunds — supporting three roles at once.

Your situation
How the agent helps
Owners & operators
Want control — approval gates, auditability and a clear decision history on every case.
Support teams
Need speed — clear the routine cases quickly without waiting on manual review.
Finance teams
Need trust — clean records, timelines and exports that make reconciliation simple.

Business benefits

  • Save timefewer refund cases land on your team's desk for manual handling.
  • Respond fasterstreamlined approvals and fewer delays mean a smoother customer experience.
  • Stay in controlapproval gates and clear decision history keep oversight intact.
  • Room to growadd sales volume without immediately adding operational overhead.

Lumtry makes refund operations feel less like a bottleneck and more like a well-run part of the business.

Let's build

Have a workflow that deserves an agent?

Tell us what's eating your team's afternoons. We'll come back inside three days with a discovery plan, a price, and the names of the engineers we'd put on it.