A SHOPPING WORKFLOW WITH A HUMAN IN THE LOOP · Workflow idea

Help shoppers find the right thing—without letting checkout run ahead.

A helpful shopping conversation that checks live product details, guides a customer to a choice, and waits for a clear yes before placing an order.

A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
Starts when
Produces
A short, in-stock shortlist. The shopper confirms the item and approves the purchase before an order is placed.
Category
Commerce

01 / The starting point

A clear request.
A useful direction.

A shopper messages your business on WhatsApp, for example

“I need a carry-on suitcase under $250 that will arrive by Friday.”
An example request · Make it specific to your team.

02 / The work

6 tasks.
One useful outcome.

When a shopper messages your business—for example, on WhatsApp—Ambacti’s model understands what they are looking for and checks your product catalog for current options. It can compare price and availability, answer follow-up questions, and help the shopper settle on an item and quantity.

  1. Receive the shopping request

    Start when a customer sends a message on WhatsApp or another channel you choose. Understand what they want, including budget, size, delivery needs, or other preferences.

  2. Find products that fit

    Look up current product details, prices, and availability from your catalog. Use the information your store provides rather than guessing.

  3. Recommend a short list

    Share up to three relevant options and explain why they fit. Ask a follow-up question when an important detail is missing.

  4. Confirm the shopper’s choice

    Make sure the shopper has selected the right product and quantity. Show a clear summary before asking them to approve the purchase.

  5. Wait for approval, then place the order

    Do not submit anything until the shopper explicitly approves. After approval, send the agreed item and order details to checkout.

  6. Follow the order and update your team

    Wait for the store’s order confirmation, then share the final status with the team in Slack.

03 / The result

Something useful.
Something to build on.

A short, in-stock shortlist. The shopper confirms the item and approves the purchase before an order is placed.

AmbactiWorkflow folio · 6 steps

Human-approved shopping assistant

Commerce · Example outcome

The handoff

A short, in-stock shortlist. The shopper confirms the item and approves the purchase before an order is placed.

Keep in mind

Browsing stays browsing: no order is created until the shopper confirms their selection and explicitly approves the purchase. Your team can receive the final order status in Slack.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Choose where the conversation starts

Pick the customer message channel for this workflow. For example, start when a new WhatsApp message arrives, rather than when someone opens a separate automation chat.

Point it to trusted product and order information

Choose the catalog and checkout your team uses. Set the currency, budget limits, delivery rules, and the details needed to prepare an order.

Set the approval boundaries

Decide what the assistant may recommend, what it must confirm with the shopper, and when it should hand a conversation to a person. Keep explicit purchase approval in place.

Try the full customer journey

Test a good match, an unavailable item, a changed selection, and a declined purchase. Check the customer messages and team update before using it with real orders.

Put your next idea to work.

Start with your brief. Make the process your own.

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