All work

Automation · Customer service

AI assistant for customer service automation

100 identical questions a day

LLM assistant · 24/7

  • -60% operator workload
  • 0 errors in standard documents
  • <30 sec response time instead of 5+ minutes

The problem

A large e-commerce call centre was overloaded. Operators answered the same questions hundreds of times a day, customers waited 10–15 minutes, and part of them dropped before buying.

What we built

We trained the assistant on the company’s chat history and documents. It answers FAQ, walks the customer down the funnel, checks stock, recommends products and fills the cart in chat, around the clock.

Screens

Live transcript

  1. Any black trainers in size 41?
  2. Three models in stock. Two ship today.
  3. stock.check(size=41, color=black) → 3
  4. Which one should I add to the cart?
  5. The first one
  6. cart.add(sku=SN-4412) → ok
AI assistant transcript — finding a product and filling the cart

Stack

LLM APIRAGFastAPIWebhooks

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