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Olga Zakruzhnaya

Marketing specialist

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We saved our customer more than $50k on hype-driven ChatGPT v4 integration, by using a self-hosted Machine Learning model

One of our clients was about to drop $50,000+ on a flashy AI integration.
All they really needed was a way to organize thousands of customer messages and migrate messy data. But everyone was telling them: “Just use GPT-4.”
“It’s the new standard.”
“It’ll do everything.”
Sounds great – until you look at the cost, complexity, and what you actually need.

😎 So we did it differently.

We built a custom, self-hosted ML solution tailored to their business, not someone else's hype.

✅ Trained it on public competitor data ✅ Used AI to automatically sort and structure everything during migration ✅ Analyzed emails, calls, and chats to find real customer insights

🔑 The result?

💰 $50,000+ saved
📦 No more manual tagging or messy data
🔐 Total privacy and control
📊 Actionable insights that helped the business grow

Now we're curious…

Are you integrating AI – or just being told you should? Have you ever gone against the trend and found a better, smarter solution?

We’d love to hear your take. 👇

We wish you a great mood and interesting tasks!