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Solutions

One decision engine for every refund path

Pick the problem you are solving first. Each one runs on the same policy, approvals and audit trail.

  • Refund decisions

    Deterministic policy, model-assisted reasoning and human approvals decide each refund, then execute it through Stripe or PayPal.

    Explore Refund decisions
  • Returns and labels

    Labels, QR and label-free returns, a shopper portal and receipt gating, so money goes back when the item does.

    Explore Returns and labels
  • Disputes and chargebacks

    Chargebacks arrive with the case history attached, and Lumtry assembles evidence and a narrative for your review.

    Explore Disputes and chargebacks
  • Retention and abuse

    Retention offers keep revenue that would have left, and Abuse Shield flags patterns before they cost you.

    Explore Retention and abuse

Same pipeline underneath

Every solution runs through a versioned policy, the approval channels you choose, durable execution with compensation, and an append-only audit trail. Turning on a second solution does not mean a second tool.

Lumtry overview dashboard showing refund volume, automation and cases that need attention

Start with the sample workspace

Sign in to explore a seeded store before you connect your own.