Ground the answer first
A fluent answer is not necessarily a correct answer. Prices, stock, order status and return conditions need a source. The assistant should retrieve the relevant store context rather than fill in missing information with a plausible sentence.
Start with the questions your team already answers. Product details belong with catalog information; order questions require access to the right customer’s order; policy questions should use your published rules. When the necessary context is absent, a person should take over.
Separate answers from actions
Explaining a policy is different from changing an order or issuing a refund. A prompt telling an assistant to be careful is not an authorization system. Tools, arguments, store access and allowed actions need server-side checks.
Optimato’s product architecture uses typed tools, validated arguments, tenant-scoped authorization and explicit approval boundaries. The assistant does not independently issue refunds. Discount limits are enforced by the system, and exceptional requests wait for merchant approval.
Begin with confirmation
Reviewing drafts is a useful way to learn where an assistant helps and where store knowledge needs improvement. Your team can check the answer before anything reaches the customer, then adjust permissions as confidence develops.
Keep a review path for uncertain answers and approvals. A clear handoff should preserve the conversation and order context, so the customer can continue without starting over. Team assignments and internal notes make that transition easier.
Keep customer context scoped
The assistant needs the right store and customer context for the task. A support question is not a reason to expose another shopper’s order or give every teammate access to all personal information.
Optimato does not use merchant or WhatsApp customer data to train general AI models. The production privacy terms and processor details remain part of launch preparation. Ask for these before connecting a live customer-support workflow.
Validate on your real workflow
A model connection succeeding in development does not establish that the entire support journey works in production. Test the knowledge source, channel, identity checks, draft review, delivery and human handoff together.
Optimato has built these support controls and verified selected models in development. End-to-end live customer conversations remain to be validated. Early access should be evaluated against your own questions and approval requirements before wider rollout.
Sources & further reading
Product descriptions reflect Optimato’s documented build and launch status as of October 18, 2026. Provider requirements can change; review the current official documentation before sending.
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