The call that cost me 30 minutes... and cost them CHF 150k

Hello Geneva,

Yesterday, 2:32 p.m.

I'm sitting at my screen, ready to pull out my credit card for a five-figure consulting engagement on the medical certification of one of my projects.

I have precise questions. Technical questions. The kind of questions that decide whether I sign or walk away.

The sales team shows up on Zoom.

"Hello Mr. Cherkaoui, we're delighted to..."

Stop.

I ask my first technical question. Silence. "Um, our experts will get back to you on that point..."

Second question. "That's an excellent strategic question, our holistic approach..."

😤 BULLSHIT.

You know what happened next?

I closed Zoom. Deal dead. 30 minutes wasted for them. CHF 150k gone up in smoke.

And that's when I realized something CRAZY...

This company, like 87% of businesses (restaurants, dental practices, consultants, e-commerce...), makes THE SAME FATAL MISTAKE.

They think "human" is always better. That customers want to talk to "real people."

WRONG.

Customers want ANSWERS. Precise. Fast. Accurate. (And if they come from friendly people, even better!)

And guess what?

You can't answer 200 questions a day. Neither can your expert. Neither can your best salesperson.

But you know who can?

A well-configured AI chatbot with RAG.

(Wait, don't close this email. I'm going to explain EXACTLY how to do it, even if you know nothing about AI.)

Why RAG is going to save your business (in 3 simple points)

RAG = Retrieval Augmented Generation

Picture this: instead of ChatGPT making stuff up, you have an AI that goes and finds the REAL answers in YOUR documents.

It's like having your best expert available 24/7, who NEVER talks nonsense.

Why not a classic chatbot?

• Classic chatbot = dumb decision tree ("If A then B")

• ChatGPT alone = makes things up, hallucinates, doesn't have your real information

Why RAG?

• It searches YOUR documents

• It phrases answers with the intelligence of GPT-4

• It can ONLY say what's in your documentation = zero bullshit

Whether you run a restaurant, a medical practice, an online store or a consulting firm... this is EXACTLY what you need.

The "Expert Clone" Protocol (hand this to someone who knows a bit about tech)

STEP 1: The Knowledge Base (1 week)

1. Create a shared Google Doc

2. The person who knows your business best writes down EVERYTHING:

   • The 50 most frequent questions

   • Common objections and their answers

   • The details of your products/services

   • Real cases of satisfied clients

   • Your opening hours, prices, terms, processes...

Concrete examples:

• Restaurant: Detailed menu, allergens, opening hours, private booking options...

• Dental practice: Treatments, durations, insurance coverage, emergencies...

• E-commerce: Sizes, delivery times, returns, materials...

STEP 2: The Infrastructure (2 days)

- Use Pinecone or Weaviate to store your vectors
- OpenAI Embeddings to transform your text
- GPT-4 to generate the answers
- A simple Python script that connects everything

(If these terms mean nothing to you, just show this to a freelance developer. They'll get it. Or get in touch with me.)

STEP 3: The Continuous Improvement Process

• Every unanswered question → WhatsApp/email notification

• You answer → automatically added to the documentation

• Weekly review of conversations → a knowledge base that keeps growing

STEP 4: The Integration (1 day)

• A widget on your website (like those little chat bubbles)

• A QR code in your physical store

• A link in your automated emails

The ROI is INSANE

Cost: ~CHF 200/month (API + storage)

Payoff:

• Restaurant: No more "Are you open on Mondays?" while you're cooking

• Medical practice: No more "Do you take my insurance?" during appointments

• E-commerce: No more "Do you ship to Switzerland?" at 11 p.m.

That company from yesterday? If they'd had this, I would have had my answers in 3 minutes. I probably would have signed.

Action for this week:

If your business has more than 10 clients a month:

1. Open a Google Doc

2. Write down the 10 questions you get asked most

3. Show this email to someone who knows their way around IT a bit

Because while you hesitate, your competitors are losing clients.

And you could be the one picking them up.

See you next week,

Salim

P.S. The company from yesterday called me back 2 hours later. "Following our discussion, our expert can call you back tomorrow..." Too late. My money went to their competitor, who was responsive and could answer my questions on the spot. 🤷‍♂️

P.P.S. If you want to see a concrete example of RAG done right, go to Perplexity.ai. It's exactly this principle, but applied to your own company data.