# Product roadmap for refund and returns automation

> What Lumtry has shipped, what is coming next and what is further out across refunds, returns, disputes and integrations. Get notified when items ship.

- Canonical URL: https://lumtry.com/roadmap
- Last updated: 2026-09-24

What has shipped, what is coming next and what is further out.

- **Live in v1.0**: Available today.
- **Coming soon (v1.1)**: In development now.
- **Planned (v2.0)**: Designed, not yet scheduled.
- **Store and marketplace intake**: Refund requests from Shopify, WooCommerce, BigCommerce, Amazon and eBay land in one queue.
- **Deterministic policy engine**: Versioned rules decide approve, deny or escalate, and each case keeps the version it ran under.
- **Dashboard and Slack approvals**: Escalated cases wait for a person, in the dashboard or from Slack.
- **Stripe and PayPal refunds**: Refunds run through your own processor, with safe retries.
- **Return labels and exchanges**: Return labels, variant exchanges and store credit as refund outcomes.
- **Dispute evidence**: Chargeback evidence assembled from the case record.
- **Abuse risk signals**: Refund abuse signals feed your policy rules, where you can read them.
- **API, webhooks and MCP**: A REST API, signed webhooks and a read-only MCP server for your own agents.
- **Enterprise sign-in**: SSO and SCIM provisioning on the Scale plan.
- **ERP and accounting sync**: Post refunds and credits to the ledger your finance team already closes.
- **More regions**: Additional hosting regions, including Azure and managed deployment lanes.
- **Digital goods**: Refund decisions for licenses, subscriptions and downloads.
- **Shopper receipt agent**: Shoppers prove purchase through an assistant that proposes, never decides.
- **Bring your own model key**: Route AI tasks through your own provider account.
- **Data residency options**: Choose where case data is stored.

Coming soon and planned items are intentions, not commitments; timing and scope can change. We email you once when an item you follow ships.

## Related

- [Home](https://lumtry.com/index.md): Decide refunds by a versioned policy, send the exceptions to your team in Slack or the dashboard, and keep every step on the record. Start free.
- [Features](https://lumtry.com/features.md): Versioned refund policy, AI reasoning only where rules leave room, Slack and dashboard approvals, Stripe and PayPal execution and a full audit trail. See it all.
- [Pricing](https://lumtry.com/pricing.md): Lumtry plans by case volume and seats, from Free to Enterprise, with add-ons and capped outcome fees. Start free or hear when billing opens.
- [About](https://lumtry.com/about.md): Why Lumtry exists: refunds should be decided by a policy you can defend, reasoning you can inspect and approvals your team controls. Read the story.
- [Privacy](https://lumtry.com/privacy.md): How Lumtry collects, uses, shares and protects personal information, isolates tenant data, records AI rationale and lists sub-processors. Read the policy.
- [Terms](https://lumtry.com/terms.md): The binding terms for using Lumtry: policy plus AI reasoning with a human approval gate, plans and billing, and the limits of liability. Read them in full.
- [Trust](https://lumtry.com/trust.md): How Lumtry secures merchant data, keeps AI inside a deterministic refund policy, lists every sub-processor and explains data flow and retention. Review it.
- [Solutions](https://lumtry.com/solutions.md): Four ways Lumtry puts policy, approvals and an audit trail around the money you give back: refunds, returns and labels, chargebacks, retention and abuse.
- [Demo](https://lumtry.com/demo.md): Run a sample refund through intake, AI signals, policy, approval and audit in your browser. Change a rule, rerun the case and share the link. Try it now.
- [Integrations](https://lumtry.com/connectors.md): Connect Lumtry to Shopify, WooCommerce, BigCommerce, Amazon, eBay, Stripe, PayPal, Slack, Gorgias, Zendesk, EasyPost and Shippo. Browse every integration.
- [Contact](https://lumtry.com/contact.md): Questions about Lumtry, launch pricing, integrations or security? Send a message and the team replies by email. Tell us about your refund volume.
- [Get started](https://lumtry.com/get-started.md): Pick the refund problem to fix first, choose a plan and create your Lumtry account. Start on the Free plan and connect your store when you are ready.
- [Developers](https://lumtry.com/developers.md): Send signed refund webhooks to your tools, call the REST API and let your AI assistant work with Lumtry cases over MCP. Explore the developer tools.
- [Refund cost calculator](https://lumtry.com/calculator.md): Estimate a year of manual refund handling and return abuse leakage from your own numbers, then see which Lumtry plan fits your volume. Run the numbers.
- [Compare](https://lumtry.com/compare.md): Lumtry side by side with the tools SMB merchants use for refunds today, built from each vendor's own public pages. Find the right fit for your store.
- [Guides](https://lumtry.com/guides.md): Answer-first guides to refunds, returns, chargebacks, approvals and audit trails for Shopify, WooCommerce and BigCommerce merchants.
- [Glossary](https://lumtry.com/glossary.md): Plain definitions of refund, return, chargeback, RMA, store credit, audit trail, idempotency key, MCP and other refund operations terms.
- [MCP server](https://lumtry.com/developers/mcp.md): Connect an AI assistant or your own agent to your refund workspace through the Model Context Protocol. Read cases and propose actions, never move money.
- [llms.txt](https://lumtry.com/llms.txt)