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Example projectE-commerce · about 60 people

An order-support agent that acts, and knows when to stop

An AI agent checks orders, shares tracking and opens tickets in the help desk. Refunds and exceptions go to a person with the case already prepared.

Use cases
Customer support chatbots · Agents that take actions
Connects to
Store system, Shipping carrier tracking, Help desk, Customer email
Starts with
Free assessment, then a 2-week prototype

Example projects show how we would approach common requests. The companies, screens and data are samples designed by our team, not client work. For delivered work, see our case study.

Order status, after an identity check. The agent confirms the customer, reads the order and tracking, and replies with the delivery date.
Step 01

Order status, after an identity check

The agent confirms the customer, reads the order and tracking, and replies with the delivery date.

Sample design · sample data

01 · The situation

Where the hours go today

An online store’s support team spends most of its day on “where is my order?” and “can I change my address?”. Answering means opening the store system, the shipping portal and the help desk for every message. Busy weeks mean slow replies and unhappy customers.

The goal: Let an agent handle routine order questions from start to finish, and give the support team only the cases that need a decision.

02 · What we’d build

How the automation works

  1. Confirm the customer’s identity with their order number and email before showing anything
  2. Look up order status and tracking in the store and shipping systems, read-only
  3. Change a delivery address only before the order ships, and only with the customer’s confirmation
  4. Open a ticket in the help desk for anything it can’t finish, with a summary of the conversation
  5. Never issue refunds, credits or discounts. Those go to a person with the order details attached
  6. Log every action the agent takes, what it looked at and why
03 · People stay in charge

What your team still decides

The support team approves every refund and exception, reviews a sample of conversations each week, and can switch the agent off at any time.

04 · Measured in the prototype

How we’d know it’s working

  • Share of order questions resolved without a person
  • Time to first reply
  • Actions that needed approval, and how often approval was given
  • Customer ratings on agent conversations

We agree the bar with you before the prototype starts. If it isn’t met, you stop there.

Technology
LLM APITool callingStore APIHelp desk APIAction log

Want something like this?

Tell us about it. On the free assessment we’ll look at your real examples and give you an honest view of what AI can take on.