— CASE 03 —

The Service Department

Customer service — Shira & Yoav, sports e-commerce

Shira and Yoav run an online sports equipment store — a specialty brand, 200-300 orders a month, four full-time staff. One of them, Rotem, spends six hours a day answering customers.

The day before

80% of inquiries are the same eight questions:

  • When's my delivery arriving?
  • The size didn't fit — how do I return it?
  • Do you have this model in another color?
  • What's the difference between X and Y?
  • Is there a warranty?
  • Can I exchange for a different size?
  • Does it come gift-wrapped?
  • When's it back in stock?

Rotem turns into a robot. Same answers, six hours a day. Meanwhile, the actually-complex stuff — angry customers, special requests, shipping mistakes — gets pushed aside.

Yoav, frustrated:

Rotem is a brilliant guy. We're paying him $3K a month to say 'your package arrives Tuesday' fifty times a day.

What we built

An agentic customer service layer that sits on the site chat, the business WhatsApp, and email.

  • Answers the eight repeat questions automatically — within 10 seconds, in the brand's voice
  • Plugs into the order system when a customer asks about a specific order, the agent knows where the package is, when it'll arrive, and its status
  • Handles returns end-to-end form, label, tracking — all of it
  • Flags complex inquiries and routes them straight to Rotem — only when a human is actually needed
  • Sends a weekly digest of question patterns so Yoav knows what to update on the site

The day after

Rotem now has five hours a day back. He uses them for two things: actually helping complex customers (quality time, not volume), and working on the customer experience itself — A/B tests, content, supplier relationships.

Customer satisfaction went up — not because service got less human, but because it got faster. Simple question, answered in 10 seconds. Complex one? You get the real Rotem, not the burnt-out one.

The numbers

  • 80%: of inquiries closed automatically, no human involved

  • 7.2 → 8.6: NPS within three months

  • Promotion: Rotem moved from "answering questions" to "managing customer experience" — a role upgrade, not a layoff

The point

This isn't "replace Rotem." It's free Rotem up to do the work you actually hired him for. The machine does the repetitive. The human does the complex.

Want this for your business?

Let's talk.