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Retail & e-commerce

Better answers. Smoother shopping journeys.

Connect your product knowledge, customer conversations, and everyday operations. Give shoppers a useful next step and your team the context to help.

PRACTICAL APPLICATIONS

Start with the work that needs to work better.

These are possible applications. We assess suitability and scope with your team.

  • Product discovery and policy questions on your website
  • WhatsApp enquiries and permitted order notifications
  • Order-status integrations with your commerce systems
  • Customer-support routing and operational summaries

BUILT AROUND YOUR CONTEXT

The details make the difference.

  • Connect accurate catalog and policy information
  • Identify order-system APIs and permissions
  • Test questions, exceptions, and escalation paths
  • Define quality measures and a content update process

FROM USE CASE TO DELIVERY

What a practical implementation involves.

From a product question to a useful next action

A shopper asks whether an item fits their needs or when an order will arrive. The assistant uses approved catalogue and policy information, then queries an authorised commerce integration when account-specific data is required. It should distinguish current stock from unavailable information, authenticate order enquiries and hand off refund exceptions. It must not invent delivery dates, discounts or return eligibility.

Commerce integrations with clear boundaries

We assess your storefront, catalogue, order system, CRM and support tools before selecting integrations. Permissions should separate product lookup from changes to an order. WhatsApp notifications require appropriate customer permissions and current platform rules. Failed API requests need a visible fallback for customers and your support team, while catalogue updates need an owner so answers do not become stale.

Evaluate support quality before expanding

Pilot one journey, such as pre-purchase questions or authenticated order tracking. Test variants, out-of-stock items, mixed-language questions, delayed shipments and requests that require a person. Compare answer accuracy, handover quality, response times and customer feedback with your current process. If you measure conversion, define attribution and a suitable comparison; an automated conversation alone is not evidence of additional sales.

PLAN YOUR NEXT STEP

Explore the engineering behind the workflow.

Start with the relevant implementation guide, then bring your systems and operational constraints to a free discovery discussion.

Let’s make it work for you

Big possibilities. A practical first step.

Tell us where you want your business to go. We’ll explore how AI can help you get there.

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